{"id":4326,"date":"2025-11-19T14:12:53","date_gmt":"2025-11-19T11:12:53","guid":{"rendered":"https:\/\/factcheck.lt\/?p=4326"},"modified":"2025-11-19T15:23:31","modified_gmt":"2025-11-19T12:23:31","slug":"poland_train_sabotage","status":"publish","type":"post","link":"https:\/\/factcheck.lt\/eng\/news\/poland_train_sabotage\/","title":{"rendered":"Four phases of coordinated disinformation: how Russian and Belarusian Telegram channels responded to the sabotage in Poland","raw":"Four phases of coordinated disinformation: how Russian and Belarusian Telegram channels responded to the sabotage in Poland"},"content":{"rendered":"<p><strong>TL;DR<\/strong><br \/>\nA comprehensive analysis based on data from FactCheck.LT revealed a four-phase coordinated information campaign launched by Russian and Belarusian state Telegram channels in response to sabotage on the railway in Poland between 16 and 18 November 2025.<\/p>\n<p>The study documents 706 unique posts from 211 channels during the week of 11-18 November. The campaign went through four consecutive phases: anticipation, exploitation, absurdification, and counter-narrative. Critical reactions appeared within seven minutes of Polish Prime Minister Donald Tusk&#8217;s statement, indicating highly organised monitoring.<\/p>\n<p>Of particular note is the cross-border Belarusian-Russian coordination, where the Belarusian state channel NEWS.BY repeated the Russian patterns four hours later, using identical sarcastic techniques. The analysis shows a systematic devaluation of all ten facts presented by Tusk through the technique of absurdisation. Peak engagement reached 167,639 views in the counter-narrative phase.<\/p>\n<p>The investigation used methods of temporal analysis, detection of coordination patterns, and comparative study of rhetorical techniques. The level of<br \/>\nconfidence in the conclusions is 95%.<\/p>\n<p><strong>The incident and its context<\/strong><br \/>\nOn the morning of 16 November 2025, at 09:00 local time, damage to the tracks was discovered on the Warsaw-Lublin railway line. The Polish prosecutor&#8217;s office immediately launched an investigation into the incident, which could have led to a serious disaster on one of the country&#8217;s key transport routes.<\/p>\n<p>Two and a half days later, on 18 November at 15:46, Polish Prime Minister Donald Tusk made a detailed statement in the Sejm on the results of the investigation. The statement contained a comprehensive set of facts: the identities of two suspects, both Ukrainian citizens, had been established; their connection with the Russian special services had been documented; one of them had previously been convicted in Lviv for sabotage, while the other was a resident of Donbas. Both suspects had been living in Belarus before committing the sabotage and crossed the Polish border via Terespol in the autumn of 2024.<\/p>\n<p>The technical details of the investigation were no less specific. Military-grade C4 explosives were used, and a 300-metre electric cable was used for remote detonation. The explosion damaged the floor of the carriage, but the driver did not even notice the incident and continued driving. The Polish authorities classified the sabotage as a terrorist act. In total, Tusk presented ten specific facts with documentary evidence.<\/p>\n<p>It took 54 hours and 46 minutes between the discovery of the incident and the official statement. During this critical period, a coordinated information campaign unfolded, which went through four successive phases of escalation.<\/p>\n<p><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4331\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-scaled.png\" alt=\"\" width=\"2560\" height=\"1832\"  srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-scaled.png 2560w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-300x215.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-1024x733.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-768x550.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-1536x1099.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-2048x1466.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-559x400.png 559w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><meta itemprop=\"width\" content=\"2560\"><meta itemprop=\"height\" content=\"1832\"><\/span><\/p>\n<p><strong>Phase 1: Anticipatory expectation<\/strong><br \/>\nThe first phase of the information campaign began on 17 November 2025 and lasted a full day. This phase was characterised by its anticipatory nature: channels began to shape the narrative about future accusations against Russia 30 hours before any official statements were made. A total of 393 posts were recorded on that day, accounting for 55.6% of the entire campaign. A total of 283 unique channels participated in the publications, indicating the broad reach of the operation.<\/p>\n<p>The peak of activity occurred at 13:00 Moscow time, when 29 posts with identical predictive framing were published within an hour. This concentration of publications in a narrow time window is statistically incompatible with the hypothesis of independent actions.<\/p>\n<p>The first prediction appeared at 12:22 p.m. on Grigoriev&#8217;s channel with a characteristic message that the authorities had called a press conference to \u2018NOT blame Russia&#8230; as always.\u2019 The technique of pre-emptive victimisation through denial laid the groundwork for the subsequent narrative that Russia would inevitably become the scapegoat.<\/p>\n<p>A few hours later, at 17:04, Nikolai Starikov&#8217;s channel, which had 8,272 views, elevated the discussion to a geopolitical level, stating that the incident \u2018will be the next stage of the information war.\u2019 This strategic framing shifted the conversation from a specific investigation to a more abstract concept of global confrontation.<\/p>\n<p>By evening, the rhetoric had become more theatrical. At 19:58, the channel Vestnik 18+ published a message with a countdown: \u20183, 2, 1&#8230; let&#8217;s see who they blame,\u2019 creating an atmosphere of inevitability and predictability of future accusations. The final chord of the day was a message at 21:51 from the channel \u2018Byt Ili\u2019 with a Nazi comparison: \u2018Goebbels would be proud of such consistency.\u2019<\/p>\n<p>The narrative techniques of the first phase served several strategic purposes. The anticipatory framing established the framework of \u201cRussia will be blamed\u201d before any accusations had been made. This created the basis for a self-fulfilling prophecy, where subsequent events could be interpreted as confirmation of the initial predictions. Victimisation positioned Russia as the eternal scapegoat in the eyes of the audience. Comparisons with Nazism served to delegitimise any future evidence.<\/p>\n<p>The main strategic goal of this phase was to inoculate the audience \u2014 to prepare them to reject evidence before it appeared. When the evidence did appear, a significant portion of the audience viewed it through the lens of \u2018we told you so,\u2019 which significantly reduced its credibility.<br \/>\nStatistical analysis shows that the probability of 393 posts with identical predictive framing appearing naturally within 24 hours of the official statements is mathematically zero under the hypothesis of independent actions. This serves as mathematical proof of coordination.<\/p>\n<p><strong>Phase 2: Exploitation of \u2018lack of evidence\u2019<\/strong><br \/>\nThe second phase began on the morning of 18 November at 10:25 and continued until 15:45, creating a time window of approximately five hours before Tusk&#8217;s statement. During this period, approximately 50 focused messages were published, demonstrating a high degree of thematic concentration. Peak engagement reached 62,426 views on one of the key posts, which significantly exceeds the average for most channels.<\/p>\n<p>The emotional escalation began with a post by the KORNIILOV channel at 10:25, claiming that Polish newspapers were \u2018going crazy.\u2019 This post, which garnered about 10,000 views, used the technique of pathologising the reaction, presenting the concern of the Polish media as irrational hysteria. Three hours later, at 13:16, the channel \u2018Ostashko! Important\u2019 with an audience of about 15,000 views published a message that Russia&#8217;s indictment was \u2018a matter of time,\u2019 activating the mechanism of a self-fulfilling prophecy.<\/p>\n<p>The peak of the second phase came at 13:49, when the channel Ostro\u017cnie, wiadomo\u015bci (Caution, News) published a post that garnered a maximum of 62,426 views for this phase. The post claimed that the Polish authorities were \u2018following Goebbels&#8217; precepts in propaganda,\u2019 achieving maximum dehumanisation of their opponents through Nazi comparisons. Half an hour later, at 14:20, the major aggregator \u2018VZGLYAD MAKSA\u2019 published a sweeping denial, stating that the accusations were being made \u2018without any evidence, as usual.\u2019<\/p>\n<p>The narrative shift between the first and second phases was significant. While the first phase used the future tense with phrases such as \u2018they will accuse,\u2019 the second phase shifted to the present tense: \u2018they accuse without evidence.\u2019 This created the impression that the predictions of the first phase were already coming true, even though no official statements had yet been made.<\/p>\n<p>The rhetorical escalation manifested itself in several ways. Emotional intensity was expressed through the capitalisation of key phrases such as \u2018GOING CRAZY\u2019 and \u2018A MATTER OF TIME\u2019. Historical weaponisation was achieved through systematic comparisons with Goebbels and Nazi propaganda. Epistemic closure was created through the assumption that \u2018no evidence will ever be enough.\u2019 Meta-framing shifted the discussion from a specific incident to an abstract \u2018information war.\u2019<\/p>\n<p>A critical observation is that all posts about \u2018lack of evidence\u2019 were published before the official statement with evidence. This was not a reaction to a real lack of evidence, but a pre-emptive denial of any future evidence, whatever it might be. This strategy created a mindset in the audience to reject information even before it appeared.<\/p>\n<p><strong>Phase 3: Absurdisation of evidence<\/strong><br \/>\nThe third phase represents a critical moment in the entire campaign, demonstrating the highest degree of organisation and speed of response. At 15:46 local time, Donald Tusk began his detailed statement in the Sejm. Exactly seven minutes later, at 15:53, the Tipchak channel published an absurd response, reducing the entire investigation to a single sarcastic phrase.<\/p>\n<p>Tusk&#8217;s statement contained ten specific facts representing seven different types of evidence. Documentary evidence included the identified identities of the suspects and their nationalities. Intelligence data confirmed links to Russian special services. Court records showed that one of the suspects had been convicted in Lviv. Biographical information indicated that the second was a resident of Donbas. Geographical data recorded their residence in Belarus. Border records documented their entry through Terespol. Forensic analysis determined that C4 military explosives had been used. Technical details included a 300-metre electric cable for remote detonation. Physical evidence recorded damage to the floor of the carriage.<\/p>\n<p>The response from the Tipchak channel seven minutes later was laconic: \u2018I didn&#8217;t wave a piece of rail around, but I didn&#8217;t provide any other evidence either \ud83d\ude42\u2019. This phrase demonstrates the classic mechanism of absurdification through several interrelated techniques.<\/p>\n<p>Physical reduction transforms a complex investigation involving forensics, intelligence cooperation and extensive documentation into a crude physical object \u2014 a piece of rail. It creates a theatrical image of a politician waving a piece of metal in parliament, which is absurd and ridiculous in itself.<br \/>\nHyperbole takes reasonable expectations to the point of absurdity. Instead of documented evidence and an official investigation, an unreasonable demand for a dramatic physical demonstration is put forward. An impossible standard is set: for the evidence to be considered convincing, the prime minister would have to \u2018wave 300 metres of cable and C4 in parliament\u2019.<\/p>\n<p>The use of a sarcastic emoji serves as a signal to the audience: \u2018we are being ironic, you should laugh.\u2019 The smiley creates a dynamic of \u2018us and them,\u2019 where those who understand the irony are in the \u2018in-group,\u2019 and serious refutation appears insensitive and lacking in humour.<br \/>\nDenial through affirmation is a gaslighting technique. The phrase \u2018did not provide other evidence\u2019 is uttered immediately after listing ten types of evidence, creating cognitive dissonance and causing the audience to doubt their own perception of reality.<br \/>\nThe result of the absurdisation was complete. Of the ten specific facts presented, not a single one was acknowledged. Physical evidence in the form of C4, cable and damage turned into \u2018no evidence\u2019. Documentary evidence of criminal convictions became \u2018no confirmation\u2019. Intelligence data on links with the special services was dismissed as \u2018unproven\u2019. Geographical facts about Belarus and Terespol were simply ignored. The recognition rate was zero per cent.<\/p>\n<p>The strategic function of this technique is multifaceted. A standard of impossibility is established, where no evidence will ever be sufficient. The audience is desensitised, trained to reject all future evidence regardless of its quality. Reputational damage is done to investigators, who begin to look desperate or ridiculous. Epistemic closure is achieved, ending the debate before it begins by establishing that there is nothing to discuss.<\/p>\n<p><strong>Phase 4: Counter-narrative<\/strong><br \/>\nThe fourth phase began immediately after the absurdisation and lasted from 16:00 to 23:55 on the same day, covering eight hours of continuous activity. During this period, 128 posts were published, accounting for 52.5% of all activity on 18 November. Peak engagement reached 167,639 views, exceeding all previous figures. It is noteworthy that Ukrainians were mentioned in 106 of the 128 posts, accounting for 82.8% of the total.<\/p>\n<p>The hourly distribution demonstrates the steady nature of the campaign. At 16:00, 29 posts were published, at 17:00 \u2014 22, and at 18:00 \u2014 20. By 19:00, the intensity had decreased slightly to 12 posts, but activity continued steadily throughout the evening: 13 posts at 20:00, 14 at 21:00, 9 at 22:00 and another 9 at 23:00. This is not a reactive surge, which usually fades quickly, but rather a sustained campaign, supported over eight hours.<br \/>\nThe first main thematic thread appeared at 16:18 in the channel \u2018Ostashko! Important,\u2019 which garnered 60,520 views. The message claimed that Poland was \u2018imitating Russian sabotage to drag NATO into war.\u2019 This technique represents an escalation from criticism of a \u2018poor investigation\u2019 to accusations of \u2018deliberate provocation,\u2019 raising the stakes of the discussion to a new level.<\/p>\n<p>Half an hour later, at 16:52, the KONTEXT channel published a post that became the absolute leader in engagement for the entire campaign, with 167,639 views. The message combined emotional pathologisation (\u2018Polish newspapers have gone mad\u2019) with a Nazi comparison (\u2018Goebbels&#8217; disciples\u2019), creating the maximum possible delegitimisation.<\/p>\n<p>In the evening, at 6:45 p.m., Elena Panina&#8217;s channel, with 47,379 views, presented another version of the narrative: \u2018Ukrainians from Belarus blew up the railway \u2014 but Russia is still to blame!\u2019 This technique of substituting the thesis distorts Tusk&#8217;s statement, which clearly pointed to the Russian special services plus Ukrainian perpetrators, but presents the situation as if the recognition of the Ukrainian citizenship of the suspects contradicts the accusations of Russian involvement.<br \/>\nContent analysis of the phase shows clear priorities. The word \u201cUkrainians\u201d or \u201cUkrainian\u201d appears in 106 posts (82.8%), Tusk is mentioned in 73 posts (57.0%), various forms of the words \u2018evidence\u2019 or \u201cconfirmation\u201d appear in 23 posts (18.0%), the phrase \u2018without evidence\u2019 is used in 9 posts (7.0%), Goebbels and the Nazis are mentioned in 3 posts (2.3%), and the word \u2018provocation\u2019 appears twice (1.6%).<\/p>\n<p>New narrative elements in the fourth phase include the concept of a pre-war state of affairs, where Poland allegedly creates a military justification for escalation. The sarcastic \u201cguilty anyway\u201d dismisses any nuances and presents the situation as a predictable accusation against Russia regardless of the facts. The conspiratorial idea of simulation or staging suggests that Poland staged the entire incident. Finally, there is cross-border Belarusian-Russian coordination with a characteristic alignment in sarcasm, which we will examine in more detail in the next section.<\/p>\n<p><strong>Cross-border Belarusian-Russian coordination<\/strong><br \/>\nOne of the most significant findings of our research was the discovery of systematic coordination between Russian channels and the Belarusian state portal NEWS.BY. This portal is officially registered by the Ministry of Information of the Republic of Belarus and represents the official position of the state.<\/p>\n<p>The timing of the coordination can be traced with high accuracy. At 15:53, the Russian channel Tipchak published the absurd phrase \u2018He didn&#8217;t swing a piece of rail \ud83d\ude42\u2019. Ten minutes later, at 16:03, another Russian channel, DV Stream, adds a conspiratorial hint: \u2018Well, we all know anyway \ud83e\uddab.\u2019 Fifteen minutes later, at 16:18, the Ostashko channel develops the theme: \u2018Poland is imitating.\u2019 And then, after a four-hour interval, at 20:02, the Belarusian state channel NEWS.BY published: \u201cOf course \ud83e\udd26\u200d\u2642\ufe0f, it\u2019s a Belarusian-Russian-Ukrainian trail.\u201d<\/p>\n<p>The four-hour and nine-minute gap between the Russian channels and the Belarusian state channel is not accidental. This is not simultaneous coordination, requiring real-time management through a single coordination centre. Rather, it is a more sophisticated, decentralised model: monitoring the actions of Russian channels and then adapting their models.<\/p>\n<p>The full text of the NEWS.BY publication from 20:02 deserves detailed consideration. The message begins with an exclamation mark and the headline \u2018This is not how sabotage is done!\u2019, immediately creating an atmosphere of doubt about the official version. This is followed by the key phrase: \u2018Sabotage on the railway in Poland, of course \ud83e\udd26\u200d\u2642\ufe0f, has a Belarusian-Russian-Ukrainian trace.\u2019 The word \u2018sabotage\u2019 is placed in quotation marks to devalue it, the sarcastic \u2018of course\u2019 is used, and the emoji \ud83e\udd26\u200d\u2642\ufe0f (a person clutching their head) conveys irony and distrust.<\/p>\n<p>The text continues to present facts from Tusk&#8217;s statement about two Ukrainian citizens who collaborated with Russian special services, but ends with a conspiratorial generalisation: \u2018No one doubted that this apparently staged action would become&#8230;\u2019. The sentence is cut off, but the word \u2018staged\u2019 has already done its job, hinting at the staged nature of the incident.<\/p>\n<p>Indicators of coordination are evident in several dimensions. The first is identical sarcastic patterns. Russian channels use the phrase \u2018of course,\u2019 and NEWS.BY repeats the same thing. Russian channels use the dismissive emojis \ud83d\ude42 and \ud83e\uddab, while NEWS.BY uses \ud83e\udd26\u200d\u2642\ufe0f in the same context. Russian channels put keywords in quotation marks to devalue them (\u201cevidence\u201d), NEWS.BY does the same with the word \u201csabotage\u201d. Russian channels offer conspiracy theories (\u201cimitates\u201d), NEWS.BY offers \u201cstaged\u201d.<\/p>\n<p>The second indicator is the use of the form \u201cBelarus\u201d instead of \u201cBelarus\u201d as an ideological marker. Fourteen channels used the Russian form \u201cBelarus\u201d on 18 November, including \u201cTipchak\u201d (absurdity channel), \u201cDV Stream\u201d (conspiracy theory), VZGLYAD MAKSA (a major aggregator), Elena Panina (Vinovata vse ravo), as well as Zila-byla Evropa, Zloy ekolog, Kommersant RSS, Rossiya pobedit! Z\ud83c\uddf7\ud83c\uddfaV,\u2018 \u2019THIRD WORLD,\u2018 and five others. The use of \u201cBelarus\u201d instead of \u2019Belarus&#8221; serves as an ideological marker of pro-government positioning.<\/p>\n<p>The third indicator is a temporary pattern of observation and adaptation. Between 15:53 and 16:18, Russian channels establish a pattern that includes absurdity, sarcasm, and conspiracy theories. This is followed by a four-hour interval, which can be interpreted as a time for observation and decision-making. At 20:02, NEWS.BY adapts an identical pattern, but on behalf of a Belarusian state source. This is not simultaneous coordination, which requires real-time management, but an observation-adaptation model, which is more sophisticated and decentralised.<\/p>\n<p>The fourth indicator is the state channel validation cycle. Private Russian channels create a narrative, then the Belarusian state channel validates it, after which the legitimisation cycle is complete. This mechanism is particularly effective because the state source lends apparent officialdom to narratives initially launched by private channels.<\/p>\n<p>For contrast, it is necessary to consider the behaviour of independent Belarusian media. Opposition and independent Belarusian channels published factual reports without any coordination patterns. Charter 97% at 16:11 and 21:59 reported the facts from Tusk&#8217;s statement without sarcasm or conspiracy theories. Pozirq published a neutral report based on official sources at 19:12. DW Belarus provided objective coverage of events at 13:44. Coordination is observed exclusively between Russian channels and the Belarusian state-run NEWS.BY.<br \/>\nStatistical evidence of coordination is based on the calculation of the probability of random coincidence. For identical sarcastic patterns (including specific emojis, the phrase \u2018of course\u2019 and the use of quotation marks for devaluation) to appear within a four-hour window after the pattern was established by Russian channels, specifically from the Belarusian state channel, the probability of coincidence is less than one thousandth. This mathematically proves the existence of coordination.<\/p>\n<p><strong>The technique of absurdisation: an in-depth analysis<\/strong><br \/>\nAbsurdisation is a sophisticated rhetorical technique that turns complex evidence into crude physical impossibilities in order to create the impression that any evidence is inadequate. This technique does not simply deny the facts, but makes the very concept of evidence absurd and ridiculous.<br \/>\nThe structure of the technique consists of three sequential steps. The first step is to \u2018acknowledge and reduce\u2019: formally acknowledge the existence of evidence, but immediately reduce it to a crude physical object. The second step is \u2018exaggerate and dismiss\u2019: exaggerate the requirements for evidence to absurd limits, then dismiss it by demonstrating its absurdity. The third step is to \u2018signal and normalise\u2019: signal sarcasm through emojis or other markers, normalising the rejection of evidence as a reasonable position.<\/p>\n<p>The psycholinguistic mechanism of absurdisation works on several levels. Cognitive ease makes understanding a \u2018piece of rail\u2019 much easier than comprehending a complex investigation involving C4, a 300-metre cable and intelligence data. Humour serves as a shield, as it is difficult to argue with a joke without losing face and risking appearing insensitive. A standard of impossibility is established, where any real evidence is never sufficient. A meta-message is conveyed: \u2018They always lie, evidence is irrelevant.\u2019<\/p>\n<p>Comparative linguistics shows the stability of this technique over time. In the case of Poland in 2025, the evidence provided included C4, a 300-metre cable, criminal records and intelligence connections, which were absurdified with the phrase \u2018He didn&#8217;t swing a piece of rail \ud83d\ude42\u2019. In the Skripal case in 2018, evidence in the form of Novichok, CCTV footage, chemical analysis and witnesses was absurdified with the question \u2018Novichok is so deadly that everyone survived?\u2019. In the MH17 case in 2014, radar data, parts of the Buk missile, and witness testimony were turned into \u2018A farmer found a Buk in a field?\u2019. In the Litvinenko case in 2006, traces of polonium, medical records, and toxicology reports were devalued with the phrase \u2018Polonium in a teapot, right?\u2019.<\/p>\n<p>A common pattern of absurdisation can be represented as a sequence of transformations. A complex criminal or intelligence investigation with a wealth of evidence is transformed into a crude physical impossibility. This impossibility is formulated through sarcastic dismissal using emojis or rhetorical questions. The result is an audience trained to reject any evidence.<\/p>\n<p>The effectiveness of the absurdification technique can be explained by several factors. Cognitive ease makes simple images more convincing than complex arguments. Humour creates a protective barrier against serious criticism. The standard of impossibility ensures that no real evidence will meet the established requirements. The meta-message about universal falsehood frees the audience from the need to delve into details.<\/p>\n<p><strong>Changing the narrative through false causality: the technique of shifting focus<\/strong><br \/>\nAn analysis of the temporal sequence of publications revealed a pattern of coordinated narrative change through the establishment of a causal link between the diversion and internal political processes in Poland. On 18 November at 18:42, the Russian government channel Rossiyskaya Gazeta published an article on Tusk&#8217;s statement, which for the first time explicitly formulated the link between the sabotage and Polish President Karol Nawrocki&#8217;s decision to stop helping Ukrainian refugees.<\/p>\n<p>The key phrase appeared at the end of the post as an explanatory code: \u2018The emergency on the railway occurred a few days after Polish President Karol Nawrocki announced the end of aid to Ukrainian refugees. This year, they will receive benefits for the last time.\u2019 The linguistic construction \u2018a few days after\u2019 creates the impression of a causal link between the two events, without providing any factual basis for such a link. This is a classic example of the logical fallacy post hoc ergo propter hoc \u2014 \u2018after this, therefore because of this\u2019 \u2014 when temporal sequence is mistakenly interpreted as causality.<\/p>\n<p>It is important to note that references to Navrotsky and his position on Ukrainian refugees appeared in the media as early as 17 November. At 3:11 a.m., the channel \u2018Z\u0430 \u043c\u0438\u04401!\u2019 mentioned Navrotsky&#8217;s statement about the last year of aid to refugees, and at 7:14 a.m., \u2018\u0412\u0417\u0413\u041b\u042f\u0414\u2019 wrote that the Polish president did not intend to put the interests of the Kyiv regime above his own. However, these mentions were isolated, without any connection to the incident on the railway. The materials presented Navrotsky&#8217;s position as general political information, without linking it to specific events.<\/p>\n<p>The Russian newspaper was the first to establish an explicit connection, and an hour and twenty minutes later, at 20:02, the Belarusian state channel NEWS.BY picked up and significantly developed this narrative. The NEWS.BY publication broadened the context, presenting the situation as the result of political confrontation within Poland: &#8220;After the presidential elections, a dual power structure was established in Warsaw. As soon as Karol Nawrocki from PiS took office as head of state, Tusk&#8217;s prot\u00e9g\u00e9 lost, and the struggle for power only intensified.&#8221; The channel added another element of conflict, mentioning that Nawrocki advocates ending support for Ukraine until it recognises the genocide of Poles \u2014 the Volhynia massacre.<\/p>\n<p>The pattern of cross-border coordination is obvious: the Russian government channel introduces a new narrative element, and the Belarusian state channel reinforces and develops it an hour and a half later. This is not a coincidence. A time delay of an hour and a half is sufficient for observation, adaptation and publication, but not long enough to consider the events independent. Stylistic and content consistency points to a coordinated strategy.<\/p>\n<p>The function of this narrative shift is multi-layered. The most obvious goal is to shift the focus of attention. The official investigation established that the sabotage was carried out by Ukrainian citizens recruited by Russian special services who crossed the border from Belarus. The narrative about Nawrocki&#8217;s decision offers an alternative explanation for the motives: not a Russian special operation, but a reaction by Ukrainians to the cessation of aid to refugees. The creation of a plausible alternative motive blurs the perception of the real attribution.<\/p>\n<p>The second level of function is the split between allies. The narrative exploits three potential lines of conflict: between Poland and Ukraine on the issue of refugees and historical memory, between Tusk and Nawrocki within Polish politics, and between Ukrainian refugees and the Polish leadership. Each line reinforces the impression of destabilisation and chaos, distracting from the centralised operation of the Russian special services.<\/p>\n<p>The third level is the technique of victimisation. The impression is created that Poland is \u2018itself to blame\u2019 for what happened: it stopped helping refugees, caused their discontent, and allowed internal political conflicts to destabilise the situation. This technique transforms the country that has been subjected to sabotage into a subject whose actions allegedly provoked the incident. A similar technique was observed in the weather balloon campaign, where Lithuania was accused of hysterical reactions and provocations.<\/p>\n<p>The effectiveness of the technique is based on the use of real facts in a false context. Nawrocki is indeed the president of Poland, and he does have a certain position on Ukrainian issues, including refugees. The exact date of the announcement of the termination of aid requires verification, but the decision itself exists in public discourse. The technique takes these real elements and creates a false causal chain from them. The plausibility of individual facts creates the illusion of credibility for the entire construct.<\/p>\n<p>The psychological mechanisms of effectiveness include multiple cognitive biases. Post hoc ergo propter hoc exploits the natural human tendency to look for causes in previous events. Confirmation bias causes people who are already critical of Ukraine or the Polish authorities to accept the narrative without critical evaluation. The availability heuristic makes recent events more accessible for mental connection, even when such a connection is logically unfounded.<\/p>\n<p>An analysis of alternative explanations for the diversion in the information space revealed a multitude of competing narratives: Navrotsky&#8217;s decision on refugees was mentioned three times, the Volhynia massacre four times, transit through Belarus three times, and the dual power of Tusk and Navrotsky once. This multiplicity is not accidental. The creation of several alternative explanations blurs the focus, creates information noise and makes it difficult to form a clear understanding of the real attribution. When the audience is faced with four or five different \u2018possible causes,\u2019 the official version about the Russian special services becomes just one of many hypotheses, losing the weight of proven fact.<\/p>\n<p>The coordinated introduction of false causality through the government channels of both countries demonstrates the institutional nature of the technique. This is not a spontaneous interpretation of events by individual commentators, but a coordinated strategy to shift the narrative at a critical moment when the official investigation has identified the real culprits.<br \/>\n The timing of the publication \u2014 18 November, the day of Tusk&#8217;s speech in the Sejm with a detailed presentation of the evidence \u2014 is no coincidence. The introduction of an alternative explanation at the very moment when the official version received the most detailed confirmation serves to pre-emptively discredit this evidence.<\/p>\n<p>The pattern of coordination between Russian and Belarusian state channels, with a time lag of an hour and a half and the second publication being more substantial, is identical to the mechanisms observed in other phases of the campaign. This confirms the hypothesis of a stable cross-border network, where Russian channels often introduce narrative innovations, and Belarusian channels adapt and amplify them for their audience. The technique of observation-adaptation-amplification creates the impression of organic dissemination of ideas, concealing the coordinated nature of the operation.<\/p>\n<p>Countering the technique of false causality requires an emphasis on the logical structure of the manipulation. Exposing post hoc ergo propter hoc is more effective than refuting specific claims because it teaches the audience to recognise the technique itself, regardless of the content. Demonstrating the lack of factual basis for the connection between Navrotsky&#8217;s decision and the sabotage, demanding proof of causality rather than simple temporal sequence, and refocusing on the actual attribution based on the results of the investigation are all elements of a comprehensive countermeasure.<\/p>\n<p>The practical significance of this observation for future incidents is obvious. Introducing alternative explanations by establishing false cause-and-effect relationships is a predictable element of information operations. Knowing the pattern allows counter-narratives to be prepared before manipulative constructs appear. Preemptive exposure of the technique, explanation of the cognitive biases on which it is based, and focusing public attention on rigorous evidence of causality create resilience in the information space to this kind of manipulation.<\/p>\n<p><strong>Methodology<\/strong><br \/>\nOur research was based on a comprehensive approach to data collection and analysis, ensuring a high degree of reliability of results and the possibility of independent verification of conclusions.<\/p>\n<p>Data collection was carried out between 11 and 18 November 2025, covering eight days before and after the critical incident. The main source of information was the TGStat platform, a professional Telegram channel analytics system that provides access to public posts, metadata, and viewing statistics. We used two sets of keywords to ensure maximum coverage: \u2018Warsaw train\u2019 (result: 348 posts) and \u2018Warsaw railway\u2019 (result: 525 posts). The data was exported on 19 November 2025 between 01:23 and 01:31 UTC, providing complete coverage of the events of 18 November.<\/p>\n<p>The initial data set contained 873 posts. Deduplication was a critical step in the processing, as some posts were captured by both sets of keywords. We applied strict criteria for identifying duplicates: same channel, identical text in the first 100 characters, and a timestamp within one minute. This process identified and removed 167 duplicates, leaving 706 unique posts from 211 unique channels for further analysis.<br \/>\nThe temporal analysis included several levels of data grouping. At the macro level, posts were grouped by day to identify the overall dynamics of the campaign. At the meso level, grouping by hour was used to detect daily activity patterns. At the micro level, grouping by minute was used to detect synchronisation. Phase classification was based on a combination of time boundaries and thematic shifts: Phase 1 covered the entire day of 17 November, Phase 2 covered the period from 10:25 to 15:45 on 18 November, Phase 3 covered the critical fifteen minutes from 15:46 to 16:00, Phase 4 covered evening activity from 16:00 to 23:55.<\/p>\n<p>Content analysis employed multiple methods. Keyword extraction used frequency analysis to identify the most frequently used terms. Co-occurrence analysis identified connections between different concepts. Identification of mood markers determined the emotional tone of messages. Detection of sarcasm indicators focused on the use of emojis, quotation marks, and rhetorical constructions. Rhetorical analysis included the identification of frames, the classification of manipulative techniques, and comparison with historical patterns.<\/p>\n<p>Network coordination analysis used several approaches. Temporal clustering identified groups of posts published within narrow time windows. Common phrase analysis detected identical or nearly identical wording across different channels. The identification of cross-border connections focused on coordination between Russian and Belarusian sources. The detection of public-private connections identified interactions between official and unofficial channels.<\/p>\n<p>To assess temporal synchronisation, a sliding window with intervals of one, five, and fifteen minutes was used. Statistical significance was determined through binomial distribution, and the probability of random coincidence was calculated for each cluster of synchronous publications.<\/p>\n<p>The analysis of Belarusian-Russian coordination included several measurements. Comparison of samples revealed identical patterns of sarcasm, use of emojis, and quotation marks. Temporal correlation analysis determined the delays between publications by Russian channels and the Belarusian state source. The identification of linguistic markers focused on the use of the forms \u2018Belorussia\u2019 versus \u2018Belarus\u2019 as indicators of ideological positioning. A comparison of state and private channels revealed differences in the behaviour of official and unofficial sources.<\/p>\n<p>The detection of absurdisation used structural analysis to identify the transformation from \u2018complex \u2192 crude\u2019. Linguistic markers included emojis, rhetorical questions, and other signals of sarcasm. Comparison with historical samples showed the stability of the technique over time.<br \/>\nPhase classification was based on defining temporal boundaries between phases, thematic clustering of content, detection of rhetorical shifts, and analysis of audience engagement patterns.<\/p>\n<p>The level of confidence in the conclusions is differentiated by category. High confidence (95%) is assigned to four key findings. The four-phase structure is confirmed by both temporal and thematic clustering. Belarusian-Russian coordination has an error probability of less than 0.001 based on sample comparison. The technique of absurdisation is proven through structural analysis and historical comparison. The anticipatory nature of the campaign is documented through a thirty-hour lead time.<\/p>\n<p>Medium confidence at 75% applies to three aspects. The specific mechanisms of coordination remain a matter of inference, as we cannot distinguish with complete certainty between observation and direct instructions. The exact reach outside Telegram cannot be determined, as views are cumulative and not tied to a specific time. The motivations of individual channels are derived from behavioural patterns but cannot be confirmed directly.<\/p>\n<p>Some aspects remain unknown. Coordination in private groups and chats is not visible in the public sphere. Financial flows between channels are not available for analysis. The presence or absence of a direct state order cannot be determined, as self-coordination may appear identical.<\/p>\n<p>The reproducibility of the results is ensured by the complete openness of the data and methods. The source data is available in CSV format with 706 posts and complete metadata. The processing scripts are written in Python using the pandas and matplotlib libraries. The analytical notebooks are presented in Jupyter format for step-by-step reproduction of the analysis. Visualisations are exported in PNG format for use in presentations and publications.<\/p>\n<p><strong>Conclusions and implications<\/strong><br \/>\nOur research has revealed several critical findings that have significant implications for understanding modern information warfare and developing countermeasures.<\/p>\n<p>The first key finding concerns the nature of the information campaign. We are not dealing with reactive outrage or spontaneous responses to events, but with a pre-planned, proactive campaign with a clear temporal structure. The first phase begins thirty hours before any official accusations are made, creating a ready-made interpretative framework. The third phase responds in just seven minutes to the prime minister&#8217;s detailed statement, which would be impossible without constant monitoring. The fourth phase is sustained by eight hours of continuous evening activity, demonstrating the consistency characteristic of organised operations. These characteristics point to institutional capabilities rather than a spontaneous reaction.<\/p>\n<p>The second key finding relates to cross-border Belarusian-Russian coordination. The Belarusian state channel NEWS.BY demonstrates identical patterns to Russian channels, publishing its messages with a four-hour delay. This indicates a decentralised model of coordination, where monitoring the actions of Russian channels leads to the adaptation of their patterns by the Belarusian state source. The integration of public-private networks creates cycles of legitimisation, where private channels create narratives and state channels validate them. Cooperation in cross-border information warfare demonstrates a qualitatively new level of coordination. The probability of a random coincidence of all observed patterns is less than one thousandth, which mathematically proves the existence of coordination.<\/p>\n<p>The third finding focuses on the technique of absurdisation as the main tool for discrediting evidence. Ten specific facts presented by Tusk were reduced to the sarcastic phrase \u2018He didn&#8217;t swing a piece of rail \ud83d\ude42\u2019. The systematic use of this technique in numerous cases over nineteen years indicates a repeating pattern. There is an accumulation of institutional knowledge about which techniques work effectively. The refinement of the technique is evident in faster responses and more sophisticated wording.<\/p>\n<p>The fourth finding concerns the pre-emptive nature of the information war. Predictions appear thirty hours before official accusations are made, allowing a ready-made interpretative framework to be created. After the real accusations appear, the audience, having been primed, perceives them as confirmation of the initial \u2018predictions.\u2019 This creates a mindset of rejecting evidence even before it has been examined in detail.<\/p>\n<p>The fifth finding documents the scale of sustained mobilisation. Seven hundred and six posts from two hundred and eleven channels over seven days represent a significant operation. Two hundred and forty-four posts on the critical day of 18 November demonstrate the ability to concentrate efforts. One hundred and twenty-eight posts in one evening show consistency rather than a temporary surge in activity.<\/p>\n<p>The implications for information security are multifaceted. The predictability of the four-phase structure allows for the development of counter-preparation strategies. When the first phase is detected, the subsequent phases two, three and four can be predicted with a high degree of certainty. Counter-narratives can be prepared in advance, even before the appearance of absurd and conspiratorial messages. Warning the audience about upcoming manipulative techniques proves to be more effective than subsequent refutation.<\/p>\n<p>Cross-border coordination requires a regional response. Belarusian-Russian cooperation points to the need to strengthen cooperation in the field of information security between the Baltic states and Poland. The creation of common monitoring systems will make it possible to detect coordinated campaigns at an early stage. Coordinated counter-messaging will enhance the effectiveness of countermeasures. Joint training for fact-checkers and journalists will improve the quality of exposure of manipulation.<\/p>\n<p>Platform policies need to be updated to effectively counter coordination. Detecting temporal synchronisation can automatically identify suspicious clusters of publications. Cross-border network analysis will allow tracking coordination between sources from different countries. Monitoring links between public and private channels will reveal narrative validation cycles. Policies against coordinated inauthentic behaviour must adapt to new forms of coordination.<\/p>\n<p>Countering the technique of absurdisation requires specialised approaches. Traditional fact-checking, which focuses on refuting specific statements, is insufficient against absurdisation. It is necessary to expose the technique itself as a manipulative technique, explaining its mechanism to the audience. Demonstrating historical examples of the technique&#8217;s use in a variety of cases shows its systematic nature. Meta-criticism, i.e., criticism of the method of manipulation rather than entering into a debate on the substance of the claim, undermines the technique&#8217;s effectiveness. Educating the audience about manipulative techniques creates long-term resilience.<\/p>\n<p>Threats to democratic discourse require serious attention. The systematic devaluation of evidence creates epistemic closure, where a significant portion of the audience is convinced that nothing can serve as evidence. This leads to a sense of futility in investigations and undermines the motivation to collect and present evidence. Public cynicism develops, where all evidence is a priori perceived as false or fabricated.<br \/>\nPre-emptive disinformation is particularly dangerous. Creating narratives before the facts emerge inoculates the audience against future evidence. Self-fulfilling prophecies create the illusion that the initial predictions were correct. Control over the framing of events before their official coverage determines the interpretation of facts by a significant portion of the audience.<\/p>\n<p>Cross-border coordination without centralised control demonstrates high resilience. The absence of a single point of failure makes the system more viable. The ability to adapt through observation and correction increases efficiency. The integration of the public and private sectors creates cycles of narrative legitimisation.<\/p>\n<p>Algorithmic amplification of coordinated engagement exploits the basic mechanisms of social platforms. Artificial signals of popularity through coordinated likes and comments deceive recommendation systems. Manipulation of algorithms leads to organic users seeing content with preloaded positive or negative reactions, which influences their perception.<\/p>\n<p>Recommendations for various stakeholders follow from the analysis. Researchers should create libraries of samples for proactive detection of manipulative campaigns, develop cross-border information space monitoring systems, create training programmes for recognising absurdification techniques, and openly share data sets for independent verification of conclusions.<\/p>\n<p>Social media platforms should implement systems to detect temporal synchronisation of posts, flag coordinated absurdisation as a form of manipulation, track cross-border public-private networks, and publish transparency reports on detected information operations.<br \/>\nGovernments should develop pre-incident prevention strategies rather than limiting themselves to post-facto refutation, strengthen regional cooperation on information security, support independent fact-checking organisations, and build audience resilience through media literacy programmes.<\/p>\n<p>Journalists should expose manipulative techniques rather than merely refuting specific content, provide historical context for the use of patterns in past cases, emphasise the specificity and concreteness of evidence, and refrain from amplifying absurd narratives through uncritical reporting.<\/p>\n<p>The audience must learn to recognise anticipatory narratives such as \u2018they will accuse X\u2019, question the wholesale rejection of evidence, check content for patterns of absurdity, and cross-check information from multiple independent sources.<br \/>\nThe significance for the Baltic-Polish region is particularly relevant. Geographical proximity makes Poland and the Baltic states the front line of information confrontation. The critical importance of transport routes, including railway infrastructure for NATO logistics, makes them likely targets for future information operations. Historical patterns suggest that the same techniques will be used in future incidents. The Belarusian-Russian coordination that has been detected points to broader cooperation covering a wide range of areas.<\/p>\n<p>The threat level for the region is assessed as medium-high with regard to similar operations targeting Baltic railway infrastructure, Polish-Ukrainian logistics, NATO supply routes and critical infrastructure in general.<\/p>\n<p>Concluding thoughts highlight several key characteristics of modern information warfare. It is proactive rather than reactive, allowing perceptions of events to be shaped before they occur. It is coordinated across borders rather than limited to a single country, creating complex networks of influence. It is based on sustainable patterns rather than being spontaneous, demonstrating institutional learning. It is detectable rather than invisible, creating opportunities for countermeasures.<\/p>\n<p>The four-phase structure, Belarusian-Russian coordination, and absurdisation techniques are systematic and predictable phenomena. It is precisely this predictability that becomes the system&#8217;s vulnerability. Knowledge of patterns allows counter-strategies to be prepared before incidents occur, turning reactive countermeasures into proactive ones.<\/p>\n<p>Data-driven analysis is critical for evidence-based policy development, effective counter-messaging, platform accountability, and raising public awareness of manipulative techniques. Without systematic monitoring and rigorous analysis, the information space remains vulnerable to manipulation.<\/p>\n<p>Transparency of research methods, reproducibility of results, and international cooperation in sharing data and findings are key to building the resilience of the information space in democratic societies.<\/p>\n","protected":false,"raw":"<strong>TL;DR<\/strong>\r\nA comprehensive analysis based on data from FactCheck.LT revealed a four-phase coordinated information campaign launched by Russian and Belarusian state Telegram channels in response to sabotage on the railway in Poland between 16 and 18 November 2025.\r\n\r\nThe study documents 706 unique posts from 211 channels during the week of 11-18 November. The campaign went through four consecutive phases: anticipation, exploitation, absurdification, and counter-narrative. Critical reactions appeared within seven minutes of Polish Prime Minister Donald Tusk's statement, indicating highly organised monitoring.\r\n\r\nOf particular note is the cross-border Belarusian-Russian coordination, where the Belarusian state channel NEWS.BY repeated the Russian patterns four hours later, using identical sarcastic techniques. The analysis shows a systematic devaluation of all ten facts presented by Tusk through the technique of absurdisation. Peak engagement reached 167,639 views in the counter-narrative phase.\r\n\r\nThe investigation used methods of temporal analysis, detection of coordination patterns, and comparative study of rhetorical techniques. The level of\r\nconfidence in the conclusions is 95%.\r\n\r\n<strong>The incident and its context<\/strong>\r\nOn the morning of 16 November 2025, at 09:00 local time, damage to the tracks was discovered on the Warsaw-Lublin railway line. The Polish prosecutor's office immediately launched an investigation into the incident, which could have led to a serious disaster on one of the country's key transport routes.\r\n\r\nTwo and a half days later, on 18 November at 15:46, Polish Prime Minister Donald Tusk made a detailed statement in the Sejm on the results of the investigation. The statement contained a comprehensive set of facts: the identities of two suspects, both Ukrainian citizens, had been established; their connection with the Russian special services had been documented; one of them had previously been convicted in Lviv for sabotage, while the other was a resident of Donbas. Both suspects had been living in Belarus before committing the sabotage and crossed the Polish border via Terespol in the autumn of 2024.\r\n\r\nThe technical details of the investigation were no less specific. Military-grade C4 explosives were used, and a 300-metre electric cable was used for remote detonation. The explosion damaged the floor of the carriage, but the driver did not even notice the incident and continued driving. The Polish authorities classified the sabotage as a terrorist act. In total, Tusk presented ten specific facts with documentary evidence.\r\n\r\nIt took 54 hours and 46 minutes between the discovery of the incident and the official statement. During this critical period, a coordinated information campaign unfolded, which went through four successive phases of escalation.\r\n\r\n<img class=\"alignnone size-full wp-image-4331\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-scaled.png\" alt=\"\" width=\"2560\" height=\"1832\" \/>\r\n\r\n<strong>Phase 1: Anticipatory expectation<\/strong>\r\nThe first phase of the information campaign began on 17 November 2025 and lasted a full day. This phase was characterised by its anticipatory nature: channels began to shape the narrative about future accusations against Russia 30 hours before any official statements were made. A total of 393 posts were recorded on that day, accounting for 55.6% of the entire campaign. A total of 283 unique channels participated in the publications, indicating the broad reach of the operation.\r\n\r\nThe peak of activity occurred at 13:00 Moscow time, when 29 posts with identical predictive framing were published within an hour. This concentration of publications in a narrow time window is statistically incompatible with the hypothesis of independent actions.\r\n\r\nThe first prediction appeared at 12:22 p.m. on Grigoriev's channel with a characteristic message that the authorities had called a press conference to \u2018NOT blame Russia... as always.\u2019 The technique of pre-emptive victimisation through denial laid the groundwork for the subsequent narrative that Russia would inevitably become the scapegoat.\r\n\r\nA few hours later, at 17:04, Nikolai Starikov's channel, which had 8,272 views, elevated the discussion to a geopolitical level, stating that the incident \u2018will be the next stage of the information war.\u2019 This strategic framing shifted the conversation from a specific investigation to a more abstract concept of global confrontation.\r\n\r\nBy evening, the rhetoric had become more theatrical. At 19:58, the channel Vestnik 18+ published a message with a countdown: \u20183, 2, 1... let's see who they blame,\u2019 creating an atmosphere of inevitability and predictability of future accusations. The final chord of the day was a message at 21:51 from the channel \u2018Byt Ili\u2019 with a Nazi comparison: \u2018Goebbels would be proud of such consistency.\u2019\r\n\r\nThe narrative techniques of the first phase served several strategic purposes. The anticipatory framing established the framework of \u201cRussia will be blamed\u201d before any accusations had been made. This created the basis for a self-fulfilling prophecy, where subsequent events could be interpreted as confirmation of the initial predictions. Victimisation positioned Russia as the eternal scapegoat in the eyes of the audience. Comparisons with Nazism served to delegitimise any future evidence.\r\n\r\nThe main strategic goal of this phase was to inoculate the audience \u2014 to prepare them to reject evidence before it appeared. When the evidence did appear, a significant portion of the audience viewed it through the lens of \u2018we told you so,\u2019 which significantly reduced its credibility.\r\nStatistical analysis shows that the probability of 393 posts with identical predictive framing appearing naturally within 24 hours of the official statements is mathematically zero under the hypothesis of independent actions. This serves as mathematical proof of coordination.\r\n\r\n<strong>Phase 2: Exploitation of \u2018lack of evidence\u2019<\/strong>\r\nThe second phase began on the morning of 18 November at 10:25 and continued until 15:45, creating a time window of approximately five hours before Tusk's statement. During this period, approximately 50 focused messages were published, demonstrating a high degree of thematic concentration. Peak engagement reached 62,426 views on one of the key posts, which significantly exceeds the average for most channels.\r\n\r\nThe emotional escalation began with a post by the KORNIILOV channel at 10:25, claiming that Polish newspapers were \u2018going crazy.\u2019 This post, which garnered about 10,000 views, used the technique of pathologising the reaction, presenting the concern of the Polish media as irrational hysteria. Three hours later, at 13:16, the channel \u2018Ostashko! Important\u2019 with an audience of about 15,000 views published a message that Russia's indictment was \u2018a matter of time,\u2019 activating the mechanism of a self-fulfilling prophecy.\r\n\r\nThe peak of the second phase came at 13:49, when the channel Ostro\u017cnie, wiadomo\u015bci (Caution, News) published a post that garnered a maximum of 62,426 views for this phase. The post claimed that the Polish authorities were \u2018following Goebbels' precepts in propaganda,\u2019 achieving maximum dehumanisation of their opponents through Nazi comparisons. Half an hour later, at 14:20, the major aggregator \u2018VZGLYAD MAKSA\u2019 published a sweeping denial, stating that the accusations were being made \u2018without any evidence, as usual.\u2019\r\n\r\nThe narrative shift between the first and second phases was significant. While the first phase used the future tense with phrases such as \u2018they will accuse,\u2019 the second phase shifted to the present tense: \u2018they accuse without evidence.\u2019 This created the impression that the predictions of the first phase were already coming true, even though no official statements had yet been made.\r\n\r\nThe rhetorical escalation manifested itself in several ways. Emotional intensity was expressed through the capitalisation of key phrases such as \u2018GOING CRAZY\u2019 and \u2018A MATTER OF TIME\u2019. Historical weaponisation was achieved through systematic comparisons with Goebbels and Nazi propaganda. Epistemic closure was created through the assumption that \u2018no evidence will ever be enough.\u2019 Meta-framing shifted the discussion from a specific incident to an abstract \u2018information war.\u2019\r\n\r\nA critical observation is that all posts about \u2018lack of evidence\u2019 were published before the official statement with evidence. This was not a reaction to a real lack of evidence, but a pre-emptive denial of any future evidence, whatever it might be. This strategy created a mindset in the audience to reject information even before it appeared.\r\n\r\n<strong>Phase 3: Absurdisation of evidence<\/strong>\r\nThe third phase represents a critical moment in the entire campaign, demonstrating the highest degree of organisation and speed of response. At 15:46 local time, Donald Tusk began his detailed statement in the Sejm. Exactly seven minutes later, at 15:53, the Tipchak channel published an absurd response, reducing the entire investigation to a single sarcastic phrase.\r\n\r\nTusk's statement contained ten specific facts representing seven different types of evidence. Documentary evidence included the identified identities of the suspects and their nationalities. Intelligence data confirmed links to Russian special services. Court records showed that one of the suspects had been convicted in Lviv. Biographical information indicated that the second was a resident of Donbas. Geographical data recorded their residence in Belarus. Border records documented their entry through Terespol. Forensic analysis determined that C4 military explosives had been used. Technical details included a 300-metre electric cable for remote detonation. Physical evidence recorded damage to the floor of the carriage.\r\n\r\nThe response from the Tipchak channel seven minutes later was laconic: \u2018I didn't wave a piece of rail around, but I didn't provide any other evidence either \ud83d\ude42\u2019. This phrase demonstrates the classic mechanism of absurdification through several interrelated techniques.\r\n\r\nPhysical reduction transforms a complex investigation involving forensics, intelligence cooperation and extensive documentation into a crude physical object \u2014 a piece of rail. It creates a theatrical image of a politician waving a piece of metal in parliament, which is absurd and ridiculous in itself.\r\nHyperbole takes reasonable expectations to the point of absurdity. Instead of documented evidence and an official investigation, an unreasonable demand for a dramatic physical demonstration is put forward. An impossible standard is set: for the evidence to be considered convincing, the prime minister would have to \u2018wave 300 metres of cable and C4 in parliament\u2019.\r\n\r\nThe use of a sarcastic emoji serves as a signal to the audience: \u2018we are being ironic, you should laugh.\u2019 The smiley creates a dynamic of \u2018us and them,\u2019 where those who understand the irony are in the \u2018in-group,\u2019 and serious refutation appears insensitive and lacking in humour.\r\nDenial through affirmation is a gaslighting technique. The phrase \u2018did not provide other evidence\u2019 is uttered immediately after listing ten types of evidence, creating cognitive dissonance and causing the audience to doubt their own perception of reality.\r\nThe result of the absurdisation was complete. Of the ten specific facts presented, not a single one was acknowledged. Physical evidence in the form of C4, cable and damage turned into \u2018no evidence\u2019. Documentary evidence of criminal convictions became \u2018no confirmation\u2019. Intelligence data on links with the special services was dismissed as \u2018unproven\u2019. Geographical facts about Belarus and Terespol were simply ignored. The recognition rate was zero per cent.\r\n\r\nThe strategic function of this technique is multifaceted. A standard of impossibility is established, where no evidence will ever be sufficient. The audience is desensitised, trained to reject all future evidence regardless of its quality. Reputational damage is done to investigators, who begin to look desperate or ridiculous. Epistemic closure is achieved, ending the debate before it begins by establishing that there is nothing to discuss.\r\n\r\n<strong>Phase 4: Counter-narrative<\/strong>\r\nThe fourth phase began immediately after the absurdisation and lasted from 16:00 to 23:55 on the same day, covering eight hours of continuous activity. During this period, 128 posts were published, accounting for 52.5% of all activity on 18 November. Peak engagement reached 167,639 views, exceeding all previous figures. It is noteworthy that Ukrainians were mentioned in 106 of the 128 posts, accounting for 82.8% of the total.\r\n\r\nThe hourly distribution demonstrates the steady nature of the campaign. At 16:00, 29 posts were published, at 17:00 \u2014 22, and at 18:00 \u2014 20. By 19:00, the intensity had decreased slightly to 12 posts, but activity continued steadily throughout the evening: 13 posts at 20:00, 14 at 21:00, 9 at 22:00 and another 9 at 23:00. This is not a reactive surge, which usually fades quickly, but rather a sustained campaign, supported over eight hours.\r\nThe first main thematic thread appeared at 16:18 in the channel \u2018Ostashko! Important,\u2019 which garnered 60,520 views. The message claimed that Poland was \u2018imitating Russian sabotage to drag NATO into war.\u2019 This technique represents an escalation from criticism of a \u2018poor investigation\u2019 to accusations of \u2018deliberate provocation,\u2019 raising the stakes of the discussion to a new level.\r\n\r\nHalf an hour later, at 16:52, the KONTEXT channel published a post that became the absolute leader in engagement for the entire campaign, with 167,639 views. The message combined emotional pathologisation (\u2018Polish newspapers have gone mad\u2019) with a Nazi comparison (\u2018Goebbels' disciples\u2019), creating the maximum possible delegitimisation.\r\n\r\nIn the evening, at 6:45 p.m., Elena Panina's channel, with 47,379 views, presented another version of the narrative: \u2018Ukrainians from Belarus blew up the railway \u2014 but Russia is still to blame!\u2019 This technique of substituting the thesis distorts Tusk's statement, which clearly pointed to the Russian special services plus Ukrainian perpetrators, but presents the situation as if the recognition of the Ukrainian citizenship of the suspects contradicts the accusations of Russian involvement.\r\nContent analysis of the phase shows clear priorities. The word \u201cUkrainians\u201d or \u201cUkrainian\u201d appears in 106 posts (82.8%), Tusk is mentioned in 73 posts (57.0%), various forms of the words \u2018evidence\u2019 or \u201cconfirmation\u201d appear in 23 posts (18.0%), the phrase \u2018without evidence\u2019 is used in 9 posts (7.0%), Goebbels and the Nazis are mentioned in 3 posts (2.3%), and the word \u2018provocation\u2019 appears twice (1.6%).\r\n\r\nNew narrative elements in the fourth phase include the concept of a pre-war state of affairs, where Poland allegedly creates a military justification for escalation. The sarcastic \u201cguilty anyway\u201d dismisses any nuances and presents the situation as a predictable accusation against Russia regardless of the facts. The conspiratorial idea of simulation or staging suggests that Poland staged the entire incident. Finally, there is cross-border Belarusian-Russian coordination with a characteristic alignment in sarcasm, which we will examine in more detail in the next section.\r\n\r\n<strong>Cross-border Belarusian-Russian coordination<\/strong>\r\nOne of the most significant findings of our research was the discovery of systematic coordination between Russian channels and the Belarusian state portal NEWS.BY. This portal is officially registered by the Ministry of Information of the Republic of Belarus and represents the official position of the state.\r\n\r\nThe timing of the coordination can be traced with high accuracy. At 15:53, the Russian channel Tipchak published the absurd phrase \u2018He didn't swing a piece of rail \ud83d\ude42\u2019. Ten minutes later, at 16:03, another Russian channel, DV Stream, adds a conspiratorial hint: \u2018Well, we all know anyway \ud83e\uddab.\u2019 Fifteen minutes later, at 16:18, the Ostashko channel develops the theme: \u2018Poland is imitating.\u2019 And then, after a four-hour interval, at 20:02, the Belarusian state channel NEWS.BY published: \u201cOf course \ud83e\udd26\u200d\u2642\ufe0f, it\u2019s a Belarusian-Russian-Ukrainian trail.\u201d\r\n\r\nThe four-hour and nine-minute gap between the Russian channels and the Belarusian state channel is not accidental. This is not simultaneous coordination, requiring real-time management through a single coordination centre. Rather, it is a more sophisticated, decentralised model: monitoring the actions of Russian channels and then adapting their models.\r\n\r\nThe full text of the NEWS.BY publication from 20:02 deserves detailed consideration. The message begins with an exclamation mark and the headline \u2018This is not how sabotage is done!\u2019, immediately creating an atmosphere of doubt about the official version. This is followed by the key phrase: \u2018Sabotage on the railway in Poland, of course \ud83e\udd26\u200d\u2642\ufe0f, has a Belarusian-Russian-Ukrainian trace.\u2019 The word \u2018sabotage\u2019 is placed in quotation marks to devalue it, the sarcastic \u2018of course\u2019 is used, and the emoji \ud83e\udd26\u200d\u2642\ufe0f (a person clutching their head) conveys irony and distrust.\r\n\r\nThe text continues to present facts from Tusk's statement about two Ukrainian citizens who collaborated with Russian special services, but ends with a conspiratorial generalisation: \u2018No one doubted that this apparently staged action would become...\u2019. The sentence is cut off, but the word \u2018staged\u2019 has already done its job, hinting at the staged nature of the incident.\r\n\r\nIndicators of coordination are evident in several dimensions. The first is identical sarcastic patterns. Russian channels use the phrase \u2018of course,\u2019 and NEWS.BY repeats the same thing. Russian channels use the dismissive emojis \ud83d\ude42 and \ud83e\uddab, while NEWS.BY uses \ud83e\udd26\u200d\u2642\ufe0f in the same context. Russian channels put keywords in quotation marks to devalue them (\u201cevidence\u201d), NEWS.BY does the same with the word \u201csabotage\u201d. Russian channels offer conspiracy theories (\u201cimitates\u201d), NEWS.BY offers \u201cstaged\u201d.\r\n\r\nThe second indicator is the use of the form \u201cBelarus\u201d instead of \u201cBelarus\u201d as an ideological marker. Fourteen channels used the Russian form \u201cBelarus\u201d on 18 November, including \u201cTipchak\u201d (absurdity channel), \u201cDV Stream\u201d (conspiracy theory), VZGLYAD MAKSA (a major aggregator), Elena Panina (Vinovata vse ravo), as well as Zila-byla Evropa, Zloy ekolog, Kommersant RSS, Rossiya pobedit! Z\ud83c\uddf7\ud83c\uddfaV,\u2018 \u2019THIRD WORLD,\u2018 and five others. The use of \u201cBelarus\u201d instead of \u2019Belarus\" serves as an ideological marker of pro-government positioning.\r\n\r\nThe third indicator is a temporary pattern of observation and adaptation. Between 15:53 and 16:18, Russian channels establish a pattern that includes absurdity, sarcasm, and conspiracy theories. This is followed by a four-hour interval, which can be interpreted as a time for observation and decision-making. At 20:02, NEWS.BY adapts an identical pattern, but on behalf of a Belarusian state source. This is not simultaneous coordination, which requires real-time management, but an observation-adaptation model, which is more sophisticated and decentralised.\r\n\r\nThe fourth indicator is the state channel validation cycle. Private Russian channels create a narrative, then the Belarusian state channel validates it, after which the legitimisation cycle is complete. This mechanism is particularly effective because the state source lends apparent officialdom to narratives initially launched by private channels.\r\n\r\nFor contrast, it is necessary to consider the behaviour of independent Belarusian media. Opposition and independent Belarusian channels published factual reports without any coordination patterns. Charter 97% at 16:11 and 21:59 reported the facts from Tusk's statement without sarcasm or conspiracy theories. Pozirq published a neutral report based on official sources at 19:12. DW Belarus provided objective coverage of events at 13:44. Coordination is observed exclusively between Russian channels and the Belarusian state-run NEWS.BY.\r\nStatistical evidence of coordination is based on the calculation of the probability of random coincidence. For identical sarcastic patterns (including specific emojis, the phrase \u2018of course\u2019 and the use of quotation marks for devaluation) to appear within a four-hour window after the pattern was established by Russian channels, specifically from the Belarusian state channel, the probability of coincidence is less than one thousandth. This mathematically proves the existence of coordination.\r\n\r\n<strong>The technique of absurdisation: an in-depth analysis<\/strong>\r\nAbsurdisation is a sophisticated rhetorical technique that turns complex evidence into crude physical impossibilities in order to create the impression that any evidence is inadequate. This technique does not simply deny the facts, but makes the very concept of evidence absurd and ridiculous.\r\nThe structure of the technique consists of three sequential steps. The first step is to \u2018acknowledge and reduce\u2019: formally acknowledge the existence of evidence, but immediately reduce it to a crude physical object. The second step is \u2018exaggerate and dismiss\u2019: exaggerate the requirements for evidence to absurd limits, then dismiss it by demonstrating its absurdity. The third step is to \u2018signal and normalise\u2019: signal sarcasm through emojis or other markers, normalising the rejection of evidence as a reasonable position.\r\n\r\nThe psycholinguistic mechanism of absurdisation works on several levels. Cognitive ease makes understanding a \u2018piece of rail\u2019 much easier than comprehending a complex investigation involving C4, a 300-metre cable and intelligence data. Humour serves as a shield, as it is difficult to argue with a joke without losing face and risking appearing insensitive. A standard of impossibility is established, where any real evidence is never sufficient. A meta-message is conveyed: \u2018They always lie, evidence is irrelevant.\u2019\r\n\r\nComparative linguistics shows the stability of this technique over time. In the case of Poland in 2025, the evidence provided included C4, a 300-metre cable, criminal records and intelligence connections, which were absurdified with the phrase \u2018He didn't swing a piece of rail \ud83d\ude42\u2019. In the Skripal case in 2018, evidence in the form of Novichok, CCTV footage, chemical analysis and witnesses was absurdified with the question \u2018Novichok is so deadly that everyone survived?\u2019. In the MH17 case in 2014, radar data, parts of the Buk missile, and witness testimony were turned into \u2018A farmer found a Buk in a field?\u2019. In the Litvinenko case in 2006, traces of polonium, medical records, and toxicology reports were devalued with the phrase \u2018Polonium in a teapot, right?\u2019.\r\n\r\nA common pattern of absurdisation can be represented as a sequence of transformations. A complex criminal or intelligence investigation with a wealth of evidence is transformed into a crude physical impossibility. This impossibility is formulated through sarcastic dismissal using emojis or rhetorical questions. The result is an audience trained to reject any evidence.\r\n\r\nThe effectiveness of the absurdification technique can be explained by several factors. Cognitive ease makes simple images more convincing than complex arguments. Humour creates a protective barrier against serious criticism. The standard of impossibility ensures that no real evidence will meet the established requirements. The meta-message about universal falsehood frees the audience from the need to delve into details.\r\n\r\n<strong>Changing the narrative through false causality: the technique of shifting focus<\/strong>\r\nAn analysis of the temporal sequence of publications revealed a pattern of coordinated narrative change through the establishment of a causal link between the diversion and internal political processes in Poland. On 18 November at 18:42, the Russian government channel Rossiyskaya Gazeta published an article on Tusk's statement, which for the first time explicitly formulated the link between the sabotage and Polish President Karol Nawrocki's decision to stop helping Ukrainian refugees.\r\n\r\nThe key phrase appeared at the end of the post as an explanatory code: \u2018The emergency on the railway occurred a few days after Polish President Karol Nawrocki announced the end of aid to Ukrainian refugees. This year, they will receive benefits for the last time.\u2019 The linguistic construction \u2018a few days after\u2019 creates the impression of a causal link between the two events, without providing any factual basis for such a link. This is a classic example of the logical fallacy post hoc ergo propter hoc \u2014 \u2018after this, therefore because of this\u2019 \u2014 when temporal sequence is mistakenly interpreted as causality.\r\n\r\nIt is important to note that references to Navrotsky and his position on Ukrainian refugees appeared in the media as early as 17 November. At 3:11 a.m., the channel \u2018Z\u0430 \u043c\u0438\u04401!\u2019 mentioned Navrotsky's statement about the last year of aid to refugees, and at 7:14 a.m., \u2018\u0412\u0417\u0413\u041b\u042f\u0414\u2019 wrote that the Polish president did not intend to put the interests of the Kyiv regime above his own. However, these mentions were isolated, without any connection to the incident on the railway. The materials presented Navrotsky's position as general political information, without linking it to specific events.\r\n\r\nThe Russian newspaper was the first to establish an explicit connection, and an hour and twenty minutes later, at 20:02, the Belarusian state channel NEWS.BY picked up and significantly developed this narrative. The NEWS.BY publication broadened the context, presenting the situation as the result of political confrontation within Poland: \"After the presidential elections, a dual power structure was established in Warsaw. As soon as Karol Nawrocki from PiS took office as head of state, Tusk's prot\u00e9g\u00e9 lost, and the struggle for power only intensified.\" The channel added another element of conflict, mentioning that Nawrocki advocates ending support for Ukraine until it recognises the genocide of Poles \u2014 the Volhynia massacre.\r\n\r\nThe pattern of cross-border coordination is obvious: the Russian government channel introduces a new narrative element, and the Belarusian state channel reinforces and develops it an hour and a half later. This is not a coincidence. A time delay of an hour and a half is sufficient for observation, adaptation and publication, but not long enough to consider the events independent. Stylistic and content consistency points to a coordinated strategy.\r\n\r\nThe function of this narrative shift is multi-layered. The most obvious goal is to shift the focus of attention. The official investigation established that the sabotage was carried out by Ukrainian citizens recruited by Russian special services who crossed the border from Belarus. The narrative about Nawrocki's decision offers an alternative explanation for the motives: not a Russian special operation, but a reaction by Ukrainians to the cessation of aid to refugees. The creation of a plausible alternative motive blurs the perception of the real attribution.\r\n\r\nThe second level of function is the split between allies. The narrative exploits three potential lines of conflict: between Poland and Ukraine on the issue of refugees and historical memory, between Tusk and Nawrocki within Polish politics, and between Ukrainian refugees and the Polish leadership. Each line reinforces the impression of destabilisation and chaos, distracting from the centralised operation of the Russian special services.\r\n\r\nThe third level is the technique of victimisation. The impression is created that Poland is \u2018itself to blame\u2019 for what happened: it stopped helping refugees, caused their discontent, and allowed internal political conflicts to destabilise the situation. This technique transforms the country that has been subjected to sabotage into a subject whose actions allegedly provoked the incident. A similar technique was observed in the weather balloon campaign, where Lithuania was accused of hysterical reactions and provocations.\r\n\r\nThe effectiveness of the technique is based on the use of real facts in a false context. Nawrocki is indeed the president of Poland, and he does have a certain position on Ukrainian issues, including refugees. The exact date of the announcement of the termination of aid requires verification, but the decision itself exists in public discourse. The technique takes these real elements and creates a false causal chain from them. The plausibility of individual facts creates the illusion of credibility for the entire construct.\r\n\r\nThe psychological mechanisms of effectiveness include multiple cognitive biases. Post hoc ergo propter hoc exploits the natural human tendency to look for causes in previous events. Confirmation bias causes people who are already critical of Ukraine or the Polish authorities to accept the narrative without critical evaluation. The availability heuristic makes recent events more accessible for mental connection, even when such a connection is logically unfounded.\r\n\r\nAn analysis of alternative explanations for the diversion in the information space revealed a multitude of competing narratives: Navrotsky's decision on refugees was mentioned three times, the Volhynia massacre four times, transit through Belarus three times, and the dual power of Tusk and Navrotsky once. This multiplicity is not accidental. The creation of several alternative explanations blurs the focus, creates information noise and makes it difficult to form a clear understanding of the real attribution. When the audience is faced with four or five different \u2018possible causes,\u2019 the official version about the Russian special services becomes just one of many hypotheses, losing the weight of proven fact.\r\n\r\nThe coordinated introduction of false causality through the government channels of both countries demonstrates the institutional nature of the technique. This is not a spontaneous interpretation of events by individual commentators, but a coordinated strategy to shift the narrative at a critical moment when the official investigation has identified the real culprits.\r\n The timing of the publication \u2014 18 November, the day of Tusk's speech in the Sejm with a detailed presentation of the evidence \u2014 is no coincidence. The introduction of an alternative explanation at the very moment when the official version received the most detailed confirmation serves to pre-emptively discredit this evidence.\r\n\r\nThe pattern of coordination between Russian and Belarusian state channels, with a time lag of an hour and a half and the second publication being more substantial, is identical to the mechanisms observed in other phases of the campaign. This confirms the hypothesis of a stable cross-border network, where Russian channels often introduce narrative innovations, and Belarusian channels adapt and amplify them for their audience. The technique of observation-adaptation-amplification creates the impression of organic dissemination of ideas, concealing the coordinated nature of the operation.\r\n\r\nCountering the technique of false causality requires an emphasis on the logical structure of the manipulation. Exposing post hoc ergo propter hoc is more effective than refuting specific claims because it teaches the audience to recognise the technique itself, regardless of the content. Demonstrating the lack of factual basis for the connection between Navrotsky's decision and the sabotage, demanding proof of causality rather than simple temporal sequence, and refocusing on the actual attribution based on the results of the investigation are all elements of a comprehensive countermeasure.\r\n\r\nThe practical significance of this observation for future incidents is obvious. Introducing alternative explanations by establishing false cause-and-effect relationships is a predictable element of information operations. Knowing the pattern allows counter-narratives to be prepared before manipulative constructs appear. Preemptive exposure of the technique, explanation of the cognitive biases on which it is based, and focusing public attention on rigorous evidence of causality create resilience in the information space to this kind of manipulation.\r\n\r\n<strong>Methodology<\/strong>\r\nOur research was based on a comprehensive approach to data collection and analysis, ensuring a high degree of reliability of results and the possibility of independent verification of conclusions.\r\n\r\nData collection was carried out between 11 and 18 November 2025, covering eight days before and after the critical incident. The main source of information was the TGStat platform, a professional Telegram channel analytics system that provides access to public posts, metadata, and viewing statistics. We used two sets of keywords to ensure maximum coverage: \u2018Warsaw train\u2019 (result: 348 posts) and \u2018Warsaw railway\u2019 (result: 525 posts). The data was exported on 19 November 2025 between 01:23 and 01:31 UTC, providing complete coverage of the events of 18 November.\r\n\r\nThe initial data set contained 873 posts. Deduplication was a critical step in the processing, as some posts were captured by both sets of keywords. We applied strict criteria for identifying duplicates: same channel, identical text in the first 100 characters, and a timestamp within one minute. This process identified and removed 167 duplicates, leaving 706 unique posts from 211 unique channels for further analysis.\r\nThe temporal analysis included several levels of data grouping. At the macro level, posts were grouped by day to identify the overall dynamics of the campaign. At the meso level, grouping by hour was used to detect daily activity patterns. At the micro level, grouping by minute was used to detect synchronisation. Phase classification was based on a combination of time boundaries and thematic shifts: Phase 1 covered the entire day of 17 November, Phase 2 covered the period from 10:25 to 15:45 on 18 November, Phase 3 covered the critical fifteen minutes from 15:46 to 16:00, Phase 4 covered evening activity from 16:00 to 23:55.\r\n\r\nContent analysis employed multiple methods. Keyword extraction used frequency analysis to identify the most frequently used terms. Co-occurrence analysis identified connections between different concepts. Identification of mood markers determined the emotional tone of messages. Detection of sarcasm indicators focused on the use of emojis, quotation marks, and rhetorical constructions. Rhetorical analysis included the identification of frames, the classification of manipulative techniques, and comparison with historical patterns.\r\n\r\nNetwork coordination analysis used several approaches. Temporal clustering identified groups of posts published within narrow time windows. Common phrase analysis detected identical or nearly identical wording across different channels. The identification of cross-border connections focused on coordination between Russian and Belarusian sources. The detection of public-private connections identified interactions between official and unofficial channels.\r\n\r\nTo assess temporal synchronisation, a sliding window with intervals of one, five, and fifteen minutes was used. Statistical significance was determined through binomial distribution, and the probability of random coincidence was calculated for each cluster of synchronous publications.\r\n\r\nThe analysis of Belarusian-Russian coordination included several measurements. Comparison of samples revealed identical patterns of sarcasm, use of emojis, and quotation marks. Temporal correlation analysis determined the delays between publications by Russian channels and the Belarusian state source. The identification of linguistic markers focused on the use of the forms \u2018Belorussia\u2019 versus \u2018Belarus\u2019 as indicators of ideological positioning. A comparison of state and private channels revealed differences in the behaviour of official and unofficial sources.\r\n\r\nThe detection of absurdisation used structural analysis to identify the transformation from \u2018complex \u2192 crude\u2019. Linguistic markers included emojis, rhetorical questions, and other signals of sarcasm. Comparison with historical samples showed the stability of the technique over time.\r\nPhase classification was based on defining temporal boundaries between phases, thematic clustering of content, detection of rhetorical shifts, and analysis of audience engagement patterns.\r\n\r\nThe level of confidence in the conclusions is differentiated by category. High confidence (95%) is assigned to four key findings. The four-phase structure is confirmed by both temporal and thematic clustering. Belarusian-Russian coordination has an error probability of less than 0.001 based on sample comparison. The technique of absurdisation is proven through structural analysis and historical comparison. The anticipatory nature of the campaign is documented through a thirty-hour lead time.\r\n\r\nMedium confidence at 75% applies to three aspects. The specific mechanisms of coordination remain a matter of inference, as we cannot distinguish with complete certainty between observation and direct instructions. The exact reach outside Telegram cannot be determined, as views are cumulative and not tied to a specific time. The motivations of individual channels are derived from behavioural patterns but cannot be confirmed directly.\r\n\r\nSome aspects remain unknown. Coordination in private groups and chats is not visible in the public sphere. Financial flows between channels are not available for analysis. The presence or absence of a direct state order cannot be determined, as self-coordination may appear identical.\r\n\r\nThe reproducibility of the results is ensured by the complete openness of the data and methods. The source data is available in CSV format with 706 posts and complete metadata. The processing scripts are written in Python using the pandas and matplotlib libraries. The analytical notebooks are presented in Jupyter format for step-by-step reproduction of the analysis. Visualisations are exported in PNG format for use in presentations and publications.\r\n\r\n<strong>Conclusions and implications<\/strong>\r\nOur research has revealed several critical findings that have significant implications for understanding modern information warfare and developing countermeasures.\r\n\r\nThe first key finding concerns the nature of the information campaign. We are not dealing with reactive outrage or spontaneous responses to events, but with a pre-planned, proactive campaign with a clear temporal structure. The first phase begins thirty hours before any official accusations are made, creating a ready-made interpretative framework. The third phase responds in just seven minutes to the prime minister's detailed statement, which would be impossible without constant monitoring. The fourth phase is sustained by eight hours of continuous evening activity, demonstrating the consistency characteristic of organised operations. These characteristics point to institutional capabilities rather than a spontaneous reaction.\r\n\r\nThe second key finding relates to cross-border Belarusian-Russian coordination. The Belarusian state channel NEWS.BY demonstrates identical patterns to Russian channels, publishing its messages with a four-hour delay. This indicates a decentralised model of coordination, where monitoring the actions of Russian channels leads to the adaptation of their patterns by the Belarusian state source. The integration of public-private networks creates cycles of legitimisation, where private channels create narratives and state channels validate them. Cooperation in cross-border information warfare demonstrates a qualitatively new level of coordination. The probability of a random coincidence of all observed patterns is less than one thousandth, which mathematically proves the existence of coordination.\r\n\r\nThe third finding focuses on the technique of absurdisation as the main tool for discrediting evidence. Ten specific facts presented by Tusk were reduced to the sarcastic phrase \u2018He didn't swing a piece of rail \ud83d\ude42\u2019. The systematic use of this technique in numerous cases over nineteen years indicates a repeating pattern. There is an accumulation of institutional knowledge about which techniques work effectively. The refinement of the technique is evident in faster responses and more sophisticated wording.\r\n\r\nThe fourth finding concerns the pre-emptive nature of the information war. Predictions appear thirty hours before official accusations are made, allowing a ready-made interpretative framework to be created. After the real accusations appear, the audience, having been primed, perceives them as confirmation of the initial \u2018predictions.\u2019 This creates a mindset of rejecting evidence even before it has been examined in detail.\r\n\r\nThe fifth finding documents the scale of sustained mobilisation. Seven hundred and six posts from two hundred and eleven channels over seven days represent a significant operation. Two hundred and forty-four posts on the critical day of 18 November demonstrate the ability to concentrate efforts. One hundred and twenty-eight posts in one evening show consistency rather than a temporary surge in activity.\r\n\r\nThe implications for information security are multifaceted. The predictability of the four-phase structure allows for the development of counter-preparation strategies. When the first phase is detected, the subsequent phases two, three and four can be predicted with a high degree of certainty. Counter-narratives can be prepared in advance, even before the appearance of absurd and conspiratorial messages. Warning the audience about upcoming manipulative techniques proves to be more effective than subsequent refutation.\r\n\r\nCross-border coordination requires a regional response. Belarusian-Russian cooperation points to the need to strengthen cooperation in the field of information security between the Baltic states and Poland. The creation of common monitoring systems will make it possible to detect coordinated campaigns at an early stage. Coordinated counter-messaging will enhance the effectiveness of countermeasures. Joint training for fact-checkers and journalists will improve the quality of exposure of manipulation.\r\n\r\nPlatform policies need to be updated to effectively counter coordination. Detecting temporal synchronisation can automatically identify suspicious clusters of publications. Cross-border network analysis will allow tracking coordination between sources from different countries. Monitoring links between public and private channels will reveal narrative validation cycles. Policies against coordinated inauthentic behaviour must adapt to new forms of coordination.\r\n\r\nCountering the technique of absurdisation requires specialised approaches. Traditional fact-checking, which focuses on refuting specific statements, is insufficient against absurdisation. It is necessary to expose the technique itself as a manipulative technique, explaining its mechanism to the audience. Demonstrating historical examples of the technique's use in a variety of cases shows its systematic nature. Meta-criticism, i.e., criticism of the method of manipulation rather than entering into a debate on the substance of the claim, undermines the technique's effectiveness. Educating the audience about manipulative techniques creates long-term resilience.\r\n\r\nThreats to democratic discourse require serious attention. The systematic devaluation of evidence creates epistemic closure, where a significant portion of the audience is convinced that nothing can serve as evidence. This leads to a sense of futility in investigations and undermines the motivation to collect and present evidence. Public cynicism develops, where all evidence is a priori perceived as false or fabricated.\r\nPre-emptive disinformation is particularly dangerous. Creating narratives before the facts emerge inoculates the audience against future evidence. Self-fulfilling prophecies create the illusion that the initial predictions were correct. Control over the framing of events before their official coverage determines the interpretation of facts by a significant portion of the audience.\r\n\r\nCross-border coordination without centralised control demonstrates high resilience. The absence of a single point of failure makes the system more viable. The ability to adapt through observation and correction increases efficiency. The integration of the public and private sectors creates cycles of narrative legitimisation.\r\n\r\nAlgorithmic amplification of coordinated engagement exploits the basic mechanisms of social platforms. Artificial signals of popularity through coordinated likes and comments deceive recommendation systems. Manipulation of algorithms leads to organic users seeing content with preloaded positive or negative reactions, which influences their perception.\r\n\r\nRecommendations for various stakeholders follow from the analysis. Researchers should create libraries of samples for proactive detection of manipulative campaigns, develop cross-border information space monitoring systems, create training programmes for recognising absurdification techniques, and openly share data sets for independent verification of conclusions.\r\n\r\nSocial media platforms should implement systems to detect temporal synchronisation of posts, flag coordinated absurdisation as a form of manipulation, track cross-border public-private networks, and publish transparency reports on detected information operations.\r\nGovernments should develop pre-incident prevention strategies rather than limiting themselves to post-facto refutation, strengthen regional cooperation on information security, support independent fact-checking organisations, and build audience resilience through media literacy programmes.\r\n\r\nJournalists should expose manipulative techniques rather than merely refuting specific content, provide historical context for the use of patterns in past cases, emphasise the specificity and concreteness of evidence, and refrain from amplifying absurd narratives through uncritical reporting.\r\n\r\nThe audience must learn to recognise anticipatory narratives such as \u2018they will accuse X\u2019, question the wholesale rejection of evidence, check content for patterns of absurdity, and cross-check information from multiple independent sources.\r\nThe significance for the Baltic-Polish region is particularly relevant. Geographical proximity makes Poland and the Baltic states the front line of information confrontation. The critical importance of transport routes, including railway infrastructure for NATO logistics, makes them likely targets for future information operations. Historical patterns suggest that the same techniques will be used in future incidents. The Belarusian-Russian coordination that has been detected points to broader cooperation covering a wide range of areas.\r\n\r\nThe threat level for the region is assessed as medium-high with regard to similar operations targeting Baltic railway infrastructure, Polish-Ukrainian logistics, NATO supply routes and critical infrastructure in general.\r\n\r\nConcluding thoughts highlight several key characteristics of modern information warfare. It is proactive rather than reactive, allowing perceptions of events to be shaped before they occur. It is coordinated across borders rather than limited to a single country, creating complex networks of influence. It is based on sustainable patterns rather than being spontaneous, demonstrating institutional learning. It is detectable rather than invisible, creating opportunities for countermeasures.\r\n\r\nThe four-phase structure, Belarusian-Russian coordination, and absurdisation techniques are systematic and predictable phenomena. It is precisely this predictability that becomes the system's vulnerability. Knowledge of patterns allows counter-strategies to be prepared before incidents occur, turning reactive countermeasures into proactive ones.\r\n\r\nData-driven analysis is critical for evidence-based policy development, effective counter-messaging, platform accountability, and raising public awareness of manipulative techniques. Without systematic monitoring and rigorous analysis, the information space remains vulnerable to manipulation.\r\n\r\nTransparency of research methods, reproducibility of results, and international cooperation in sharing data and findings are key to building the resilience of the information space in democratic societies."},"excerpt":{"rendered":"","protected":false,"raw":""},"author":1,"featured_media":4327,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ru_post_content":"<strong>TL;DR<\/strong>\r\n\u041a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0442 FactCheck.LT \u0432\u044b\u044f\u0432\u0438\u043b \u0447\u0435\u0442\u044b\u0440\u0451\u0445\u0444\u0430\u0437\u043d\u0443\u044e \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e 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\u043c\u0430\u043d\u0438\u043f\u0443\u043b\u044f\u0446\u0438\u0435\u0439.\r\n\r\n\u041f\u0440\u043e\u0437\u0440\u0430\u0447\u043d\u043e\u0441\u0442\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432, \u0432\u043e\u0441\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0438 \u043c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u043e\u0435 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0432 \u043e\u0431\u043c\u0435\u043d\u0435 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0438 \u043d\u0430\u0445\u043e\u0434\u043a\u0430\u043c\u0438 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043a\u043b\u044e\u0447\u0430\u043c\u0438 \u043a \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044e \u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u043e\u0441\u0442\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0430 \u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043e\u0431\u0449\u0435\u0441\u0442\u0432.","_ru_post_name":"poland_train_sabotage","_ru_post_excerpt":"","_ru_post_title":"\u0427\u0435\u0442\u044b\u0440\u0435 \u0444\u0430\u0437\u044b \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0434\u0435\u0437\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438: \u043a\u0430\u043a \u0440\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0435 \u0438 \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0438\u0435 \u0442\u0435\u043b\u0435\u0433\u0440\u0430\u043c-\u043a\u0430\u043d\u0430\u043b\u044b \u043e\u0442\u0432\u0435\u0442\u0438\u043b\u0438 \u043d\u0430 \u0434\u0438\u0432\u0435\u0440\u0441\u0438\u044e \u0432 \u041f\u043e\u043b\u044c\u0448\u0435","_eng_post_content":"<strong>TL;DR<\/strong>\r\nA comprehensive analysis based on data from FactCheck.LT revealed a four-phase coordinated information campaign launched by Russian and Belarusian state Telegram channels in response to sabotage on the railway in Poland between 16 and 18 November 2025.\r\n\r\nThe study documents 706 unique posts from 211 channels during the week of 11-18 November. The campaign went through four consecutive phases: anticipation, exploitation, absurdification, and counter-narrative. Critical reactions appeared within seven minutes of Polish Prime Minister Donald Tusk's statement, indicating highly organised monitoring.\r\n\r\nOf particular note is the cross-border Belarusian-Russian coordination, where the Belarusian state channel NEWS.BY repeated the Russian patterns four hours later, using identical sarcastic techniques. The analysis shows a systematic devaluation of all ten facts presented by Tusk through the technique of absurdisation. Peak engagement reached 167,639 views in the counter-narrative phase.\r\n\r\nThe investigation used methods of temporal analysis, detection of coordination patterns, and comparative study of rhetorical techniques. The level of\r\nconfidence in the conclusions is 95%.\r\n\r\n<strong>The incident and its context<\/strong>\r\nOn the morning of 16 November 2025, at 09:00 local time, damage to the tracks was discovered on the Warsaw-Lublin railway line. The Polish prosecutor's office immediately launched an investigation into the incident, which could have led to a serious disaster on one of the country's key transport routes.\r\n\r\nTwo and a half days later, on 18 November at 15:46, Polish Prime Minister Donald Tusk made a detailed statement in the Sejm on the results of the investigation. The statement contained a comprehensive set of facts: the identities of two suspects, both Ukrainian citizens, had been established; their connection with the Russian special services had been documented; one of them had previously been convicted in Lviv for sabotage, while the other was a resident of Donbas. Both suspects had been living in Belarus before committing the sabotage and crossed the Polish border via Terespol in the autumn of 2024.\r\n\r\nThe technical details of the investigation were no less specific. Military-grade C4 explosives were used, and a 300-metre electric cable was used for remote detonation. The explosion damaged the floor of the carriage, but the driver did not even notice the incident and continued driving. The Polish authorities classified the sabotage as a terrorist act. In total, Tusk presented ten specific facts with documentary evidence.\r\n\r\nIt took 54 hours and 46 minutes between the discovery of the incident and the official statement. During this critical period, a coordinated information campaign unfolded, which went through four successive phases of escalation.\r\n\r\n<img class=\"alignnone size-full wp-image-4331\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-scaled.png\" alt=\"\" width=\"2560\" height=\"1832\" \/>\r\n\r\n<strong>Phase 1: Anticipatory expectation<\/strong>\r\nThe first phase of the information campaign began on 17 November 2025 and lasted a full day. This phase was characterised by its anticipatory nature: channels began to shape the narrative about future accusations against Russia 30 hours before any official statements were made. A total of 393 posts were recorded on that day, accounting for 55.6% of the entire campaign. A total of 283 unique channels participated in the publications, indicating the broad reach of the operation.\r\n\r\nThe peak of activity occurred at 13:00 Moscow time, when 29 posts with identical predictive framing were published within an hour. This concentration of publications in a narrow time window is statistically incompatible with the hypothesis of independent actions.\r\n\r\nThe first prediction appeared at 12:22 p.m. on Grigoriev's channel with a characteristic message that the authorities had called a press conference to \u2018NOT blame Russia... as always.\u2019 The technique of pre-emptive victimisation through denial laid the groundwork for the subsequent narrative that Russia would inevitably become the scapegoat.\r\n\r\nA few hours later, at 17:04, Nikolai Starikov's channel, which had 8,272 views, elevated the discussion to a geopolitical level, stating that the incident \u2018will be the next stage of the information war.\u2019 This strategic framing shifted the conversation from a specific investigation to a more abstract concept of global confrontation.\r\n\r\nBy evening, the rhetoric had become more theatrical. At 19:58, the channel Vestnik 18+ published a message with a countdown: \u20183, 2, 1... let's see who they blame,\u2019 creating an atmosphere of inevitability and predictability of future accusations. The final chord of the day was a message at 21:51 from the channel \u2018Byt Ili\u2019 with a Nazi comparison: \u2018Goebbels would be proud of such consistency.\u2019\r\n\r\nThe narrative techniques of the first phase served several strategic purposes. The anticipatory framing established the framework of \u201cRussia will be blamed\u201d before any accusations had been made. This created the basis for a self-fulfilling prophecy, where subsequent events could be interpreted as confirmation of the initial predictions. Victimisation positioned Russia as the eternal scapegoat in the eyes of the audience. Comparisons with Nazism served to delegitimise any future evidence.\r\n\r\nThe main strategic goal of this phase was to inoculate the audience \u2014 to prepare them to reject evidence before it appeared. When the evidence did appear, a significant portion of the audience viewed it through the lens of \u2018we told you so,\u2019 which significantly reduced its credibility.\r\nStatistical analysis shows that the probability of 393 posts with identical predictive framing appearing naturally within 24 hours of the official statements is mathematically zero under the hypothesis of independent actions. This serves as mathematical proof of coordination.\r\n\r\n<strong>Phase 2: Exploitation of \u2018lack of evidence\u2019<\/strong>\r\nThe second phase began on the morning of 18 November at 10:25 and continued until 15:45, creating a time window of approximately five hours before Tusk's statement. During this period, approximately 50 focused messages were published, demonstrating a high degree of thematic concentration. Peak engagement reached 62,426 views on one of the key posts, which significantly exceeds the average for most channels.\r\n\r\nThe emotional escalation began with a post by the KORNIILOV channel at 10:25, claiming that Polish newspapers were \u2018going crazy.\u2019 This post, which garnered about 10,000 views, used the technique of pathologising the reaction, presenting the concern of the Polish media as irrational hysteria. Three hours later, at 13:16, the channel \u2018Ostashko! Important\u2019 with an audience of about 15,000 views published a message that Russia's indictment was \u2018a matter of time,\u2019 activating the mechanism of a self-fulfilling prophecy.\r\n\r\nThe peak of the second phase came at 13:49, when the channel Ostro\u017cnie, wiadomo\u015bci (Caution, News) published a post that garnered a maximum of 62,426 views for this phase. The post claimed that the Polish authorities were \u2018following Goebbels' precepts in propaganda,\u2019 achieving maximum dehumanisation of their opponents through Nazi comparisons. Half an hour later, at 14:20, the major aggregator \u2018VZGLYAD MAKSA\u2019 published a sweeping denial, stating that the accusations were being made \u2018without any evidence, as usual.\u2019\r\n\r\nThe narrative shift between the first and second phases was significant. While the first phase used the future tense with phrases such as \u2018they will accuse,\u2019 the second phase shifted to the present tense: \u2018they accuse without evidence.\u2019 This created the impression that the predictions of the first phase were already coming true, even though no official statements had yet been made.\r\n\r\nThe rhetorical escalation manifested itself in several ways. Emotional intensity was expressed through the capitalisation of key phrases such as \u2018GOING CRAZY\u2019 and \u2018A MATTER OF TIME\u2019. Historical weaponisation was achieved through systematic comparisons with Goebbels and Nazi propaganda. Epistemic closure was created through the assumption that \u2018no evidence will ever be enough.\u2019 Meta-framing shifted the discussion from a specific incident to an abstract \u2018information war.\u2019\r\n\r\nA critical observation is that all posts about \u2018lack of evidence\u2019 were published before the official statement with evidence. This was not a reaction to a real lack of evidence, but a pre-emptive denial of any future evidence, whatever it might be. This strategy created a mindset in the audience to reject information even before it appeared.\r\n\r\n<strong>Phase 3: Absurdisation of evidence<\/strong>\r\nThe third phase represents a critical moment in the entire campaign, demonstrating the highest degree of organisation and speed of response. At 15:46 local time, Donald Tusk began his detailed statement in the Sejm. Exactly seven minutes later, at 15:53, the Tipchak channel published an absurd response, reducing the entire investigation to a single sarcastic phrase.\r\n\r\nTusk's statement contained ten specific facts representing seven different types of evidence. Documentary evidence included the identified identities of the suspects and their nationalities. Intelligence data confirmed links to Russian special services. Court records showed that one of the suspects had been convicted in Lviv. Biographical information indicated that the second was a resident of Donbas. Geographical data recorded their residence in Belarus. Border records documented their entry through Terespol. Forensic analysis determined that C4 military explosives had been used. Technical details included a 300-metre electric cable for remote detonation. Physical evidence recorded damage to the floor of the carriage.\r\n\r\nThe response from the Tipchak channel seven minutes later was laconic: \u2018I didn't wave a piece of rail around, but I didn't provide any other evidence either \ud83d\ude42\u2019. This phrase demonstrates the classic mechanism of absurdification through several interrelated techniques.\r\n\r\nPhysical reduction transforms a complex investigation involving forensics, intelligence cooperation and extensive documentation into a crude physical object \u2014 a piece of rail. It creates a theatrical image of a politician waving a piece of metal in parliament, which is absurd and ridiculous in itself.\r\nHyperbole takes reasonable expectations to the point of absurdity. Instead of documented evidence and an official investigation, an unreasonable demand for a dramatic physical demonstration is put forward. An impossible standard is set: for the evidence to be considered convincing, the prime minister would have to \u2018wave 300 metres of cable and C4 in parliament\u2019.\r\n\r\nThe use of a sarcastic emoji serves as a signal to the audience: \u2018we are being ironic, you should laugh.\u2019 The smiley creates a dynamic of \u2018us and them,\u2019 where those who understand the irony are in the \u2018in-group,\u2019 and serious refutation appears insensitive and lacking in humour.\r\nDenial through affirmation is a gaslighting technique. The phrase \u2018did not provide other evidence\u2019 is uttered immediately after listing ten types of evidence, creating cognitive dissonance and causing the audience to doubt their own perception of reality.\r\nThe result of the absurdisation was complete. Of the ten specific facts presented, not a single one was acknowledged. Physical evidence in the form of C4, cable and damage turned into \u2018no evidence\u2019. Documentary evidence of criminal convictions became \u2018no confirmation\u2019. Intelligence data on links with the special services was dismissed as \u2018unproven\u2019. Geographical facts about Belarus and Terespol were simply ignored. The recognition rate was zero per cent.\r\n\r\nThe strategic function of this technique is multifaceted. A standard of impossibility is established, where no evidence will ever be sufficient. The audience is desensitised, trained to reject all future evidence regardless of its quality. Reputational damage is done to investigators, who begin to look desperate or ridiculous. Epistemic closure is achieved, ending the debate before it begins by establishing that there is nothing to discuss.\r\n\r\n<strong>Phase 4: Counter-narrative<\/strong>\r\nThe fourth phase began immediately after the absurdisation and lasted from 16:00 to 23:55 on the same day, covering eight hours of continuous activity. During this period, 128 posts were published, accounting for 52.5% of all activity on 18 November. Peak engagement reached 167,639 views, exceeding all previous figures. It is noteworthy that Ukrainians were mentioned in 106 of the 128 posts, accounting for 82.8% of the total.\r\n\r\nThe hourly distribution demonstrates the steady nature of the campaign. At 16:00, 29 posts were published, at 17:00 \u2014 22, and at 18:00 \u2014 20. By 19:00, the intensity had decreased slightly to 12 posts, but activity continued steadily throughout the evening: 13 posts at 20:00, 14 at 21:00, 9 at 22:00 and another 9 at 23:00. This is not a reactive surge, which usually fades quickly, but rather a sustained campaign, supported over eight hours.\r\nThe first main thematic thread appeared at 16:18 in the channel \u2018Ostashko! Important,\u2019 which garnered 60,520 views. The message claimed that Poland was \u2018imitating Russian sabotage to drag NATO into war.\u2019 This technique represents an escalation from criticism of a \u2018poor investigation\u2019 to accusations of \u2018deliberate provocation,\u2019 raising the stakes of the discussion to a new level.\r\n\r\nHalf an hour later, at 16:52, the KONTEXT channel published a post that became the absolute leader in engagement for the entire campaign, with 167,639 views. The message combined emotional pathologisation (\u2018Polish newspapers have gone mad\u2019) with a Nazi comparison (\u2018Goebbels' disciples\u2019), creating the maximum possible delegitimisation.\r\n\r\nIn the evening, at 6:45 p.m., Elena Panina's channel, with 47,379 views, presented another version of the narrative: \u2018Ukrainians from Belarus blew up the railway \u2014 but Russia is still to blame!\u2019 This technique of substituting the thesis distorts Tusk's statement, which clearly pointed to the Russian special services plus Ukrainian perpetrators, but presents the situation as if the recognition of the Ukrainian citizenship of the suspects contradicts the accusations of Russian involvement.\r\nContent analysis of the phase shows clear priorities. The word \u201cUkrainians\u201d or \u201cUkrainian\u201d appears in 106 posts (82.8%), Tusk is mentioned in 73 posts (57.0%), various forms of the words \u2018evidence\u2019 or \u201cconfirmation\u201d appear in 23 posts (18.0%), the phrase \u2018without evidence\u2019 is used in 9 posts (7.0%), Goebbels and the Nazis are mentioned in 3 posts (2.3%), and the word \u2018provocation\u2019 appears twice (1.6%).\r\n\r\nNew narrative elements in the fourth phase include the concept of a pre-war state of affairs, where Poland allegedly creates a military justification for escalation. The sarcastic \u201cguilty anyway\u201d dismisses any nuances and presents the situation as a predictable accusation against Russia regardless of the facts. The conspiratorial idea of simulation or staging suggests that Poland staged the entire incident. Finally, there is cross-border Belarusian-Russian coordination with a characteristic alignment in sarcasm, which we will examine in more detail in the next section.\r\n\r\n<strong>Cross-border Belarusian-Russian coordination<\/strong>\r\nOne of the most significant findings of our research was the discovery of systematic coordination between Russian channels and the Belarusian state portal NEWS.BY. This portal is officially registered by the Ministry of Information of the Republic of Belarus and represents the official position of the state.\r\n\r\nThe timing of the coordination can be traced with high accuracy. At 15:53, the Russian channel Tipchak published the absurd phrase \u2018He didn't swing a piece of rail \ud83d\ude42\u2019. Ten minutes later, at 16:03, another Russian channel, DV Stream, adds a conspiratorial hint: \u2018Well, we all know anyway \ud83e\uddab.\u2019 Fifteen minutes later, at 16:18, the Ostashko channel develops the theme: \u2018Poland is imitating.\u2019 And then, after a four-hour interval, at 20:02, the Belarusian state channel NEWS.BY published: \u201cOf course \ud83e\udd26\u200d\u2642\ufe0f, it\u2019s a Belarusian-Russian-Ukrainian trail.\u201d\r\n\r\nThe four-hour and nine-minute gap between the Russian channels and the Belarusian state channel is not accidental. This is not simultaneous coordination, requiring real-time management through a single coordination centre. Rather, it is a more sophisticated, decentralised model: monitoring the actions of Russian channels and then adapting their models.\r\n\r\nThe full text of the NEWS.BY publication from 20:02 deserves detailed consideration. The message begins with an exclamation mark and the headline \u2018This is not how sabotage is done!\u2019, immediately creating an atmosphere of doubt about the official version. This is followed by the key phrase: \u2018Sabotage on the railway in Poland, of course \ud83e\udd26\u200d\u2642\ufe0f, has a Belarusian-Russian-Ukrainian trace.\u2019 The word \u2018sabotage\u2019 is placed in quotation marks to devalue it, the sarcastic \u2018of course\u2019 is used, and the emoji \ud83e\udd26\u200d\u2642\ufe0f (a person clutching their head) conveys irony and distrust.\r\n\r\nThe text continues to present facts from Tusk's statement about two Ukrainian citizens who collaborated with Russian special services, but ends with a conspiratorial generalisation: \u2018No one doubted that this apparently staged action would become...\u2019. The sentence is cut off, but the word \u2018staged\u2019 has already done its job, hinting at the staged nature of the incident.\r\n\r\nIndicators of coordination are evident in several dimensions. The first is identical sarcastic patterns. Russian channels use the phrase \u2018of course,\u2019 and NEWS.BY repeats the same thing. Russian channels use the dismissive emojis \ud83d\ude42 and \ud83e\uddab, while NEWS.BY uses \ud83e\udd26\u200d\u2642\ufe0f in the same context. Russian channels put keywords in quotation marks to devalue them (\u201cevidence\u201d), NEWS.BY does the same with the word \u201csabotage\u201d. Russian channels offer conspiracy theories (\u201cimitates\u201d), NEWS.BY offers \u201cstaged\u201d.\r\n\r\nThe second indicator is the use of the form \u201cBelarus\u201d instead of \u201cBelarus\u201d as an ideological marker. Fourteen channels used the Russian form \u201cBelarus\u201d on 18 November, including \u201cTipchak\u201d (absurdity channel), \u201cDV Stream\u201d (conspiracy theory), VZGLYAD MAKSA (a major aggregator), Elena Panina (Vinovata vse ravo), as well as Zila-byla Evropa, Zloy ekolog, Kommersant RSS, Rossiya pobedit! Z\ud83c\uddf7\ud83c\uddfaV,\u2018 \u2019THIRD WORLD,\u2018 and five others. The use of \u201cBelarus\u201d instead of \u2019Belarus\" serves as an ideological marker of pro-government positioning.\r\n\r\nThe third indicator is a temporary pattern of observation and adaptation. Between 15:53 and 16:18, Russian channels establish a pattern that includes absurdity, sarcasm, and conspiracy theories. This is followed by a four-hour interval, which can be interpreted as a time for observation and decision-making. At 20:02, NEWS.BY adapts an identical pattern, but on behalf of a Belarusian state source. This is not simultaneous coordination, which requires real-time management, but an observation-adaptation model, which is more sophisticated and decentralised.\r\n\r\nThe fourth indicator is the state channel validation cycle. Private Russian channels create a narrative, then the Belarusian state channel validates it, after which the legitimisation cycle is complete. This mechanism is particularly effective because the state source lends apparent officialdom to narratives initially launched by private channels.\r\n\r\nFor contrast, it is necessary to consider the behaviour of independent Belarusian media. Opposition and independent Belarusian channels published factual reports without any coordination patterns. Charter 97% at 16:11 and 21:59 reported the facts from Tusk's statement without sarcasm or conspiracy theories. Pozirq published a neutral report based on official sources at 19:12. DW Belarus provided objective coverage of events at 13:44. Coordination is observed exclusively between Russian channels and the Belarusian state-run NEWS.BY.\r\nStatistical evidence of coordination is based on the calculation of the probability of random coincidence. For identical sarcastic patterns (including specific emojis, the phrase \u2018of course\u2019 and the use of quotation marks for devaluation) to appear within a four-hour window after the pattern was established by Russian channels, specifically from the Belarusian state channel, the probability of coincidence is less than one thousandth. This mathematically proves the existence of coordination.\r\n\r\n<strong>The technique of absurdisation: an in-depth analysis<\/strong>\r\nAbsurdisation is a sophisticated rhetorical technique that turns complex evidence into crude physical impossibilities in order to create the impression that any evidence is inadequate. This technique does not simply deny the facts, but makes the very concept of evidence absurd and ridiculous.\r\nThe structure of the technique consists of three sequential steps. The first step is to \u2018acknowledge and reduce\u2019: formally acknowledge the existence of evidence, but immediately reduce it to a crude physical object. The second step is \u2018exaggerate and dismiss\u2019: exaggerate the requirements for evidence to absurd limits, then dismiss it by demonstrating its absurdity. The third step is to \u2018signal and normalise\u2019: signal sarcasm through emojis or other markers, normalising the rejection of evidence as a reasonable position.\r\n\r\nThe psycholinguistic mechanism of absurdisation works on several levels. Cognitive ease makes understanding a \u2018piece of rail\u2019 much easier than comprehending a complex investigation involving C4, a 300-metre cable and intelligence data. Humour serves as a shield, as it is difficult to argue with a joke without losing face and risking appearing insensitive. A standard of impossibility is established, where any real evidence is never sufficient. A meta-message is conveyed: \u2018They always lie, evidence is irrelevant.\u2019\r\n\r\nComparative linguistics shows the stability of this technique over time. In the case of Poland in 2025, the evidence provided included C4, a 300-metre cable, criminal records and intelligence connections, which were absurdified with the phrase \u2018He didn't swing a piece of rail \ud83d\ude42\u2019. In the Skripal case in 2018, evidence in the form of Novichok, CCTV footage, chemical analysis and witnesses was absurdified with the question \u2018Novichok is so deadly that everyone survived?\u2019. In the MH17 case in 2014, radar data, parts of the Buk missile, and witness testimony were turned into \u2018A farmer found a Buk in a field?\u2019. In the Litvinenko case in 2006, traces of polonium, medical records, and toxicology reports were devalued with the phrase \u2018Polonium in a teapot, right?\u2019.\r\n\r\nA common pattern of absurdisation can be represented as a sequence of transformations. A complex criminal or intelligence investigation with a wealth of evidence is transformed into a crude physical impossibility. This impossibility is formulated through sarcastic dismissal using emojis or rhetorical questions. The result is an audience trained to reject any evidence.\r\n\r\nThe effectiveness of the absurdification technique can be explained by several factors. Cognitive ease makes simple images more convincing than complex arguments. Humour creates a protective barrier against serious criticism. The standard of impossibility ensures that no real evidence will meet the established requirements. The meta-message about universal falsehood frees the audience from the need to delve into details.\r\n\r\n<strong>Changing the narrative through false causality: the technique of shifting focus<\/strong>\r\nAn analysis of the temporal sequence of publications revealed a pattern of coordinated narrative change through the establishment of a causal link between the diversion and internal political processes in Poland. On 18 November at 18:42, the Russian government channel Rossiyskaya Gazeta published an article on Tusk's statement, which for the first time explicitly formulated the link between the sabotage and Polish President Karol Nawrocki's decision to stop helping Ukrainian refugees.\r\n\r\nThe key phrase appeared at the end of the post as an explanatory code: \u2018The emergency on the railway occurred a few days after Polish President Karol Nawrocki announced the end of aid to Ukrainian refugees. This year, they will receive benefits for the last time.\u2019 The linguistic construction \u2018a few days after\u2019 creates the impression of a causal link between the two events, without providing any factual basis for such a link. This is a classic example of the logical fallacy post hoc ergo propter hoc \u2014 \u2018after this, therefore because of this\u2019 \u2014 when temporal sequence is mistakenly interpreted as causality.\r\n\r\nIt is important to note that references to Navrotsky and his position on Ukrainian refugees appeared in the media as early as 17 November. At 3:11 a.m., the channel \u2018Z\u0430 \u043c\u0438\u04401!\u2019 mentioned Navrotsky's statement about the last year of aid to refugees, and at 7:14 a.m., \u2018\u0412\u0417\u0413\u041b\u042f\u0414\u2019 wrote that the Polish president did not intend to put the interests of the Kyiv regime above his own. However, these mentions were isolated, without any connection to the incident on the railway. The materials presented Navrotsky's position as general political information, without linking it to specific events.\r\n\r\nThe Russian newspaper was the first to establish an explicit connection, and an hour and twenty minutes later, at 20:02, the Belarusian state channel NEWS.BY picked up and significantly developed this narrative. The NEWS.BY publication broadened the context, presenting the situation as the result of political confrontation within Poland: \"After the presidential elections, a dual power structure was established in Warsaw. As soon as Karol Nawrocki from PiS took office as head of state, Tusk's prot\u00e9g\u00e9 lost, and the struggle for power only intensified.\" The channel added another element of conflict, mentioning that Nawrocki advocates ending support for Ukraine until it recognises the genocide of Poles \u2014 the Volhynia massacre.\r\n\r\nThe pattern of cross-border coordination is obvious: the Russian government channel introduces a new narrative element, and the Belarusian state channel reinforces and develops it an hour and a half later. This is not a coincidence. A time delay of an hour and a half is sufficient for observation, adaptation and publication, but not long enough to consider the events independent. Stylistic and content consistency points to a coordinated strategy.\r\n\r\nThe function of this narrative shift is multi-layered. The most obvious goal is to shift the focus of attention. The official investigation established that the sabotage was carried out by Ukrainian citizens recruited by Russian special services who crossed the border from Belarus. The narrative about Nawrocki's decision offers an alternative explanation for the motives: not a Russian special operation, but a reaction by Ukrainians to the cessation of aid to refugees. The creation of a plausible alternative motive blurs the perception of the real attribution.\r\n\r\nThe second level of function is the split between allies. The narrative exploits three potential lines of conflict: between Poland and Ukraine on the issue of refugees and historical memory, between Tusk and Nawrocki within Polish politics, and between Ukrainian refugees and the Polish leadership. Each line reinforces the impression of destabilisation and chaos, distracting from the centralised operation of the Russian special services.\r\n\r\nThe third level is the technique of victimisation. The impression is created that Poland is \u2018itself to blame\u2019 for what happened: it stopped helping refugees, caused their discontent, and allowed internal political conflicts to destabilise the situation. This technique transforms the country that has been subjected to sabotage into a subject whose actions allegedly provoked the incident. A similar technique was observed in the weather balloon campaign, where Lithuania was accused of hysterical reactions and provocations.\r\n\r\nThe effectiveness of the technique is based on the use of real facts in a false context. Nawrocki is indeed the president of Poland, and he does have a certain position on Ukrainian issues, including refugees. The exact date of the announcement of the termination of aid requires verification, but the decision itself exists in public discourse. The technique takes these real elements and creates a false causal chain from them. The plausibility of individual facts creates the illusion of credibility for the entire construct.\r\n\r\nThe psychological mechanisms of effectiveness include multiple cognitive biases. Post hoc ergo propter hoc exploits the natural human tendency to look for causes in previous events. Confirmation bias causes people who are already critical of Ukraine or the Polish authorities to accept the narrative without critical evaluation. The availability heuristic makes recent events more accessible for mental connection, even when such a connection is logically unfounded.\r\n\r\nAn analysis of alternative explanations for the diversion in the information space revealed a multitude of competing narratives: Navrotsky's decision on refugees was mentioned three times, the Volhynia massacre four times, transit through Belarus three times, and the dual power of Tusk and Navrotsky once. This multiplicity is not accidental. The creation of several alternative explanations blurs the focus, creates information noise and makes it difficult to form a clear understanding of the real attribution. When the audience is faced with four or five different \u2018possible causes,\u2019 the official version about the Russian special services becomes just one of many hypotheses, losing the weight of proven fact.\r\n\r\nThe coordinated introduction of false causality through the government channels of both countries demonstrates the institutional nature of the technique. This is not a spontaneous interpretation of events by individual commentators, but a coordinated strategy to shift the narrative at a critical moment when the official investigation has identified the real culprits.\r\n The timing of the publication \u2014 18 November, the day of Tusk's speech in the Sejm with a detailed presentation of the evidence \u2014 is no coincidence. The introduction of an alternative explanation at the very moment when the official version received the most detailed confirmation serves to pre-emptively discredit this evidence.\r\n\r\nThe pattern of coordination between Russian and Belarusian state channels, with a time lag of an hour and a half and the second publication being more substantial, is identical to the mechanisms observed in other phases of the campaign. This confirms the hypothesis of a stable cross-border network, where Russian channels often introduce narrative innovations, and Belarusian channels adapt and amplify them for their audience. The technique of observation-adaptation-amplification creates the impression of organic dissemination of ideas, concealing the coordinated nature of the operation.\r\n\r\nCountering the technique of false causality requires an emphasis on the logical structure of the manipulation. Exposing post hoc ergo propter hoc is more effective than refuting specific claims because it teaches the audience to recognise the technique itself, regardless of the content. Demonstrating the lack of factual basis for the connection between Navrotsky's decision and the sabotage, demanding proof of causality rather than simple temporal sequence, and refocusing on the actual attribution based on the results of the investigation are all elements of a comprehensive countermeasure.\r\n\r\nThe practical significance of this observation for future incidents is obvious. Introducing alternative explanations by establishing false cause-and-effect relationships is a predictable element of information operations. Knowing the pattern allows counter-narratives to be prepared before manipulative constructs appear. Preemptive exposure of the technique, explanation of the cognitive biases on which it is based, and focusing public attention on rigorous evidence of causality create resilience in the information space to this kind of manipulation.\r\n\r\n<strong>Methodology<\/strong>\r\nOur research was based on a comprehensive approach to data collection and analysis, ensuring a high degree of reliability of results and the possibility of independent verification of conclusions.\r\n\r\nData collection was carried out between 11 and 18 November 2025, covering eight days before and after the critical incident. The main source of information was the TGStat platform, a professional Telegram channel analytics system that provides access to public posts, metadata, and viewing statistics. We used two sets of keywords to ensure maximum coverage: \u2018Warsaw train\u2019 (result: 348 posts) and \u2018Warsaw railway\u2019 (result: 525 posts). The data was exported on 19 November 2025 between 01:23 and 01:31 UTC, providing complete coverage of the events of 18 November.\r\n\r\nThe initial data set contained 873 posts. Deduplication was a critical step in the processing, as some posts were captured by both sets of keywords. We applied strict criteria for identifying duplicates: same channel, identical text in the first 100 characters, and a timestamp within one minute. This process identified and removed 167 duplicates, leaving 706 unique posts from 211 unique channels for further analysis.\r\nThe temporal analysis included several levels of data grouping. At the macro level, posts were grouped by day to identify the overall dynamics of the campaign. At the meso level, grouping by hour was used to detect daily activity patterns. At the micro level, grouping by minute was used to detect synchronisation. Phase classification was based on a combination of time boundaries and thematic shifts: Phase 1 covered the entire day of 17 November, Phase 2 covered the period from 10:25 to 15:45 on 18 November, Phase 3 covered the critical fifteen minutes from 15:46 to 16:00, Phase 4 covered evening activity from 16:00 to 23:55.\r\n\r\nContent analysis employed multiple methods. Keyword extraction used frequency analysis to identify the most frequently used terms. Co-occurrence analysis identified connections between different concepts. Identification of mood markers determined the emotional tone of messages. Detection of sarcasm indicators focused on the use of emojis, quotation marks, and rhetorical constructions. Rhetorical analysis included the identification of frames, the classification of manipulative techniques, and comparison with historical patterns.\r\n\r\nNetwork coordination analysis used several approaches. Temporal clustering identified groups of posts published within narrow time windows. Common phrase analysis detected identical or nearly identical wording across different channels. The identification of cross-border connections focused on coordination between Russian and Belarusian sources. The detection of public-private connections identified interactions between official and unofficial channels.\r\n\r\nTo assess temporal synchronisation, a sliding window with intervals of one, five, and fifteen minutes was used. Statistical significance was determined through binomial distribution, and the probability of random coincidence was calculated for each cluster of synchronous publications.\r\n\r\nThe analysis of Belarusian-Russian coordination included several measurements. Comparison of samples revealed identical patterns of sarcasm, use of emojis, and quotation marks. Temporal correlation analysis determined the delays between publications by Russian channels and the Belarusian state source. The identification of linguistic markers focused on the use of the forms \u2018Belorussia\u2019 versus \u2018Belarus\u2019 as indicators of ideological positioning. A comparison of state and private channels revealed differences in the behaviour of official and unofficial sources.\r\n\r\nThe detection of absurdisation used structural analysis to identify the transformation from \u2018complex \u2192 crude\u2019. Linguistic markers included emojis, rhetorical questions, and other signals of sarcasm. Comparison with historical samples showed the stability of the technique over time.\r\nPhase classification was based on defining temporal boundaries between phases, thematic clustering of content, detection of rhetorical shifts, and analysis of audience engagement patterns.\r\n\r\nThe level of confidence in the conclusions is differentiated by category. High confidence (95%) is assigned to four key findings. The four-phase structure is confirmed by both temporal and thematic clustering. Belarusian-Russian coordination has an error probability of less than 0.001 based on sample comparison. The technique of absurdisation is proven through structural analysis and historical comparison. The anticipatory nature of the campaign is documented through a thirty-hour lead time.\r\n\r\nMedium confidence at 75% applies to three aspects. The specific mechanisms of coordination remain a matter of inference, as we cannot distinguish with complete certainty between observation and direct instructions. The exact reach outside Telegram cannot be determined, as views are cumulative and not tied to a specific time. The motivations of individual channels are derived from behavioural patterns but cannot be confirmed directly.\r\n\r\nSome aspects remain unknown. Coordination in private groups and chats is not visible in the public sphere. Financial flows between channels are not available for analysis. The presence or absence of a direct state order cannot be determined, as self-coordination may appear identical.\r\n\r\nThe reproducibility of the results is ensured by the complete openness of the data and methods. The source data is available in CSV format with 706 posts and complete metadata. The processing scripts are written in Python using the pandas and matplotlib libraries. The analytical notebooks are presented in Jupyter format for step-by-step reproduction of the analysis. Visualisations are exported in PNG format for use in presentations and publications.\r\n\r\n<strong>Conclusions and implications<\/strong>\r\nOur research has revealed several critical findings that have significant implications for understanding modern information warfare and developing countermeasures.\r\n\r\nThe first key finding concerns the nature of the information campaign. We are not dealing with reactive outrage or spontaneous responses to events, but with a pre-planned, proactive campaign with a clear temporal structure. The first phase begins thirty hours before any official accusations are made, creating a ready-made interpretative framework. The third phase responds in just seven minutes to the prime minister's detailed statement, which would be impossible without constant monitoring. The fourth phase is sustained by eight hours of continuous evening activity, demonstrating the consistency characteristic of organised operations. These characteristics point to institutional capabilities rather than a spontaneous reaction.\r\n\r\nThe second key finding relates to cross-border Belarusian-Russian coordination. The Belarusian state channel NEWS.BY demonstrates identical patterns to Russian channels, publishing its messages with a four-hour delay. This indicates a decentralised model of coordination, where monitoring the actions of Russian channels leads to the adaptation of their patterns by the Belarusian state source. The integration of public-private networks creates cycles of legitimisation, where private channels create narratives and state channels validate them. Cooperation in cross-border information warfare demonstrates a qualitatively new level of coordination. The probability of a random coincidence of all observed patterns is less than one thousandth, which mathematically proves the existence of coordination.\r\n\r\nThe third finding focuses on the technique of absurdisation as the main tool for discrediting evidence. Ten specific facts presented by Tusk were reduced to the sarcastic phrase \u2018He didn't swing a piece of rail \ud83d\ude42\u2019. The systematic use of this technique in numerous cases over nineteen years indicates a repeating pattern. There is an accumulation of institutional knowledge about which techniques work effectively. The refinement of the technique is evident in faster responses and more sophisticated wording.\r\n\r\nThe fourth finding concerns the pre-emptive nature of the information war. Predictions appear thirty hours before official accusations are made, allowing a ready-made interpretative framework to be created. After the real accusations appear, the audience, having been primed, perceives them as confirmation of the initial \u2018predictions.\u2019 This creates a mindset of rejecting evidence even before it has been examined in detail.\r\n\r\nThe fifth finding documents the scale of sustained mobilisation. Seven hundred and six posts from two hundred and eleven channels over seven days represent a significant operation. Two hundred and forty-four posts on the critical day of 18 November demonstrate the ability to concentrate efforts. One hundred and twenty-eight posts in one evening show consistency rather than a temporary surge in activity.\r\n\r\nThe implications for information security are multifaceted. The predictability of the four-phase structure allows for the development of counter-preparation strategies. When the first phase is detected, the subsequent phases two, three and four can be predicted with a high degree of certainty. Counter-narratives can be prepared in advance, even before the appearance of absurd and conspiratorial messages. Warning the audience about upcoming manipulative techniques proves to be more effective than subsequent refutation.\r\n\r\nCross-border coordination requires a regional response. Belarusian-Russian cooperation points to the need to strengthen cooperation in the field of information security between the Baltic states and Poland. The creation of common monitoring systems will make it possible to detect coordinated campaigns at an early stage. Coordinated counter-messaging will enhance the effectiveness of countermeasures. Joint training for fact-checkers and journalists will improve the quality of exposure of manipulation.\r\n\r\nPlatform policies need to be updated to effectively counter coordination. Detecting temporal synchronisation can automatically identify suspicious clusters of publications. Cross-border network analysis will allow tracking coordination between sources from different countries. Monitoring links between public and private channels will reveal narrative validation cycles. Policies against coordinated inauthentic behaviour must adapt to new forms of coordination.\r\n\r\nCountering the technique of absurdisation requires specialised approaches. Traditional fact-checking, which focuses on refuting specific statements, is insufficient against absurdisation. It is necessary to expose the technique itself as a manipulative technique, explaining its mechanism to the audience. Demonstrating historical examples of the technique's use in a variety of cases shows its systematic nature. Meta-criticism, i.e., criticism of the method of manipulation rather than entering into a debate on the substance of the claim, undermines the technique's effectiveness. Educating the audience about manipulative techniques creates long-term resilience.\r\n\r\nThreats to democratic discourse require serious attention. The systematic devaluation of evidence creates epistemic closure, where a significant portion of the audience is convinced that nothing can serve as evidence. This leads to a sense of futility in investigations and undermines the motivation to collect and present evidence. Public cynicism develops, where all evidence is a priori perceived as false or fabricated.\r\nPre-emptive disinformation is particularly dangerous. Creating narratives before the facts emerge inoculates the audience against future evidence. Self-fulfilling prophecies create the illusion that the initial predictions were correct. Control over the framing of events before their official coverage determines the interpretation of facts by a significant portion of the audience.\r\n\r\nCross-border coordination without centralised control demonstrates high resilience. The absence of a single point of failure makes the system more viable. The ability to adapt through observation and correction increases efficiency. The integration of the public and private sectors creates cycles of narrative legitimisation.\r\n\r\nAlgorithmic amplification of coordinated engagement exploits the basic mechanisms of social platforms. Artificial signals of popularity through coordinated likes and comments deceive recommendation systems. Manipulation of algorithms leads to organic users seeing content with preloaded positive or negative reactions, which influences their perception.\r\n\r\nRecommendations for various stakeholders follow from the analysis. Researchers should create libraries of samples for proactive detection of manipulative campaigns, develop cross-border information space monitoring systems, create training programmes for recognising absurdification techniques, and openly share data sets for independent verification of conclusions.\r\n\r\nSocial media platforms should implement systems to detect temporal synchronisation of posts, flag coordinated absurdisation as a form of manipulation, track cross-border public-private networks, and publish transparency reports on detected information operations.\r\nGovernments should develop pre-incident prevention strategies rather than limiting themselves to post-facto refutation, strengthen regional cooperation on information security, support independent fact-checking organisations, and build audience resilience through media literacy programmes.\r\n\r\nJournalists should expose manipulative techniques rather than merely refuting specific content, provide historical context for the use of patterns in past cases, emphasise the specificity and concreteness of evidence, and refrain from amplifying absurd narratives through uncritical reporting.\r\n\r\nThe audience must learn to recognise anticipatory narratives such as \u2018they will accuse X\u2019, question the wholesale rejection of evidence, check content for patterns of absurdity, and cross-check information from multiple independent sources.\r\nThe significance for the Baltic-Polish region is particularly relevant. Geographical proximity makes Poland and the Baltic states the front line of information confrontation. The critical importance of transport routes, including railway infrastructure for NATO logistics, makes them likely targets for future information operations. Historical patterns suggest that the same techniques will be used in future incidents. The Belarusian-Russian coordination that has been detected points to broader cooperation covering a wide range of areas.\r\n\r\nThe threat level for the region is assessed as medium-high with regard to similar operations targeting Baltic railway infrastructure, Polish-Ukrainian logistics, NATO supply routes and critical infrastructure in general.\r\n\r\nConcluding thoughts highlight several key characteristics of modern information warfare. It is proactive rather than reactive, allowing perceptions of events to be shaped before they occur. It is coordinated across borders rather than limited to a single country, creating complex networks of influence. It is based on sustainable patterns rather than being spontaneous, demonstrating institutional learning. It is detectable rather than invisible, creating opportunities for countermeasures.\r\n\r\nThe four-phase structure, Belarusian-Russian coordination, and absurdisation techniques are systematic and predictable phenomena. It is precisely this predictability that becomes the system's vulnerability. Knowledge of patterns allows counter-strategies to be prepared before incidents occur, turning reactive countermeasures into proactive ones.\r\n\r\nData-driven analysis is critical for evidence-based policy development, effective counter-messaging, platform accountability, and raising public awareness of manipulative techniques. Without systematic monitoring and rigorous analysis, the information space remains vulnerable to manipulation.\r\n\r\nTransparency of research methods, reproducibility of results, and international cooperation in sharing data and findings are key to building the resilience of the information space in democratic societies.","_eng_post_name":"poland_train_sabotage","_eng_post_excerpt":"","_eng_post_title":"Four phases of coordinated disinformation: how Russian and Belarusian Telegram channels responded to the sabotage in Poland","_bel_post_content":"<strong>\u041a\u0430\u0440\u043e\u0442\u043a\u0456 \u0437\u043c\u0435\u0441\u0442<\/strong>\r\n\u041a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b \u0430\u043d\u0430\u043b\u0456\u0437 \u043d\u0430 \u0430\u0441\u043d\u043e\u0432\u0435 \u0434\u0430\u043d\u044b\u0445 FactCheck.LT \u0432\u044b\u044f\u0432\u0456\u045e \u0447\u0430\u0442\u044b\u0440\u043e\u0445\u0444\u0430\u0437\u043d\u0443\u044e 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kampanij\u0105, kuri\u0105 Rusijos ir Baltarusijos valstybiniai \u201eTelegram\u201c kanalai vykd\u0117 reaguodami \u012f sabota\u017e\u0105 gele\u017einkelio linijoje Lenkijoje 2025 m. lapkri\u010dio 16\u201318 d.\r\n\r\nTyrimas dokumentuoja 706 unikalius \u012fra\u0161us i\u0161 211 kanal\u0173 per savait\u0119 nuo lapkri\u010dio 11 iki 18 d. Kampanija vyko keturiomis nuosekliomis faz\u0117mis: numatymas, i\u0161naudojimas, absurdi\u0161kumo suteikimas ir kontrnaratyvas. Kritin\u0117 reakcija pasirod\u0117 pra\u0117jus 7 minut\u0117ms po Lenkijos ministro pirmininko Donaldo Tusko parei\u0161kimo, o tai rodo, kad steb\u0117jimas buvo labai gerai organizuotas.\r\n\r\nYpating\u0105 d\u0117mes\u012f atkreipia tarpvalstybinis Baltarusijos ir Rusijos koordinavimas, kai Baltarusijos valstybinis kanalas NEWS.BY po 4 valand\u0173 pakartojo Rusijos pavyzd\u017eius, naudodamas identi\u0161kus sarkastinius metodus. Analiz\u0117 rodo sisteming\u0105 vis\u0173 de\u0161imties Tusk pateikt\u0173 fakt\u0173 nuvertinim\u0105, naudojant absurdo technik\u0105. Did\u017eiausias susidom\u0117jimas pasiek\u0117 167 639 per\u017ei\u016bras kontrnaratyvo faz\u0117je.\r\n\r\nTyrime buvo taikomi laikinojo analiz\u0117s, koordinacini\u0173 pavyzd\u017ei\u0173 nustatymo ir retorini\u0173 technik\u0173 lyginamojo tyrimo metodai.\r\nI\u0161vad\u0173 patikimumo lygis yra 95 %.\r\n\r\n<strong>Incidentas ir jo kontekstas<\/strong>\r\n2025 m. lapkri\u010dio 16 d. ryte, 9 val. vietos laiku, Var\u0161uvos\u2013Lublino gele\u017einkelio linijoje buvo aptiktas b\u0117gi\u0173 sugadinimas. Lenkijos prokurat\u016bra nedelsdama prad\u0117jo incidento, kuris gal\u0117jo sukelti rimt\u0105 katastrof\u0105 viename i\u0161 pagrindini\u0173 \u0161alies transporto mar\u0161rut\u0173, tyrim\u0105.\r\n\r\nPo dviej\u0173 su puse paros, lapkri\u010dio 18 d. 15:46 val., Lenkijos ministras pirmininkas Donaldas Tuskas Seime paskelb\u0117 i\u0161sam\u0173 parei\u0161kim\u0105 apie tyrimo rezultatus. Parei\u0161kimas buvo i\u0161samus: nustatyta dviej\u0173 \u012ftariam\u0173j\u0173, kurie yra Ukrainos pilie\u010diai, tapatyb\u0117; buvo u\u017efiksuoti j\u0173 ry\u0161iai su Rusijos specialiosiomis tarnybomis; vienas i\u0161 j\u0173 anks\u010diau buvo nuteistas Lvove u\u017e sabota\u017e\u0105, antrasis yra Donbaso gyventojas. Abu \u012ftariamieji prie\u0161 sabota\u017e\u0105 gyveno Baltarusijoje ir 2024 m. ruden\u012f per Terespol\u012f kirto Lenkijos sien\u0105.\r\n\r\nTyrimo techniniai duomenys buvo ne ma\u017eiau konkret\u016bs. Buvo panaudotas karinis sprogstamasis mi\u0161inys C4, o nuotoliniam sprogdinimui \u2013 300 metr\u0173 ilgio elektros kabelis. Sprogimas apgadino vagono grindis, bet ma\u0161inistas net nepasteb\u0117jo incidento ir t\u0119s\u0117 va\u017eiavim\u0105. Lenkijos vald\u017eios institucijos \u0161\u012f sabota\u017e\u0105 \u012fvertino kaip teroristin\u012f akt\u0105. I\u0161 viso Tusk pateik\u0117 de\u0161imt konkre\u010di\u0173 fakt\u0173 su dokumentais, patvirtinan\u010diais juos.\r\n\r\nNuo incidento aptikimo iki oficialaus parei\u0161kimo pra\u0117jo 54 valandos ir 46 minut\u0117s. Per \u0161\u012f kritin\u012f laikotarp\u012f buvo surengta koordinuota informacin\u0117 kampanija, kuri vyko keturiais nuosekliais eskalavimo etapais.\r\n\r\n<img class=\"alignnone size-full wp-image-4331\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/11\/COMPLETE_4PHASE_ANALYSIS-scaled.png\" alt=\"\" width=\"2560\" height=\"1832\" \/>\r\n\r\n<strong>1 etapas: i\u0161ankstinis laukimas<\/strong>\r\nPirmasis informacin\u0117s kampanijos etapas prasid\u0117jo 2025 m. lapkri\u010dio 17 d. ir truko vis\u0105 par\u0105. \u0160is etapas buvo i\u0161ankstinio pob\u016bd\u017eio: kanalai prad\u0117jo formuoti naratyv\u0105 apie b\u016bsimus kaltinimus Rusijai 30 valand\u0173 prie\u0161 pasirodant bet kokiems oficialiems parei\u0161kimams. Per t\u0105 dien\u0105 buvo u\u017eregistruoti 393 \u012fra\u0161ai, o tai sudar\u0117 55,6 % visos kampanijos. Publikacijose dalyvavo 283 unikal\u016bs kanalai, o tai rodo pla\u010di\u0105 operacijos apr\u0117pt\u012f.\r\n\r\nAktyvumo pikas buvo pasiektas 13:00 Maskvos laiku, kai per vien\u0105 valand\u0105 buvo paskelbti 29 \u012fra\u0161ai su identi\u0161ku prognoziniu kontekstu. \u0160i publikacij\u0173 koncentracija per trump\u0105 laiko tarp\u0105 statisti\u0161kai nesuderinama su nepriklausom\u0173 veiksm\u0173 hipoteze.\r\n\r\nPirmasis prana\u0161avimas pasirod\u0117 12:22 Grigoriev kanale su charakteringu prane\u0161imu, kad vald\u017eia su\u0161auk\u0117 spaudos konferencij\u0105, kad \u201eNEapkaltint\u0173 Rusijos... kaip visada\u201c. I\u0161ankstin\u0117s viktimizacijos technika per neigim\u0105 suk\u016br\u0117 pagrind\u0105 tolesniam naratyvui, kad Rusija nei\u0161vengiamai taps atpirkimo o\u017eiu.\r\n\r\nPo keli\u0173 valand\u0173, 17:04, Nikolajaus Starikovo kanalas, surink\u0119s 8272 per\u017ei\u016bras, pak\u0117l\u0117 diskusij\u0105 \u012f geopolitin\u012f lyg\u012f, pareik\u0161damas, kad incidentas \u201etaps kitu informacinio karo etapu\u201c. \u0160is strateginis \u012fr\u0117minimas perk\u0117l\u0117 pokalb\u012f nuo konkretaus tyrimo prie abstrak\u010diau suvokiamos globalios konfrontacijos koncepcijos.\r\n\r\nVakare retorika tapo dar dramati\u0161kesn\u0117. 19:58 kanalas \u201e\u0412\u0435\u0441\u0442\u043d\u0438\u043a 18+\u201c paskelb\u0117 prane\u0161im\u0105 su atgaline skai\u010diavimo seka \u201e3, 2, 1... pa\u017ei\u016br\u0117sime, k\u0105 jie apkaltins\u201c, sukuriant nei\u0161vengiamumo ir nusp\u0117jamumo atmosfer\u0105 d\u0117l b\u016bsim\u0173 kaltinim\u0173. Dienos kulminacija tapo 21:51 kanalo \u201eByt Ili\u201c prane\u0161imas su naci\u0173 palyginimu: \u201eGebelsas b\u016bt\u0173 did\u017eiuoj\u0119sis tokiu nuoseklumu\u201c.\r\n\r\nPirmojo etapo naratyvin\u0117s technikos tarnavo keliems strateginiams tikslams. I\u0161ankstinis \u012fr\u0117minimas nustat\u0117 \u201eRusija bus apkaltinta\u201c r\u0117mus dar prie\u0161 atsirandant bet kokiems kaltinimams. Buvo sukurtas pagrindas savaiminio i\u0161sipildymo prana\u0161ystei, kur v\u0117lesni \u012fvykiai gal\u0117jo b\u016bti interpretuojami kaip pirmini\u0173 prana\u0161ys\u010di\u0173 patvirtinimas. Viktimizacija pozicionavo Rusij\u0105 kaip am\u017ein\u0105 atpirkimo o\u017e\u012f auditorijos akyse. Palyginimai su nacizmu tarnavo bet koki\u0173 b\u016bsim\u0173 \u012frodym\u0173 delegitimizacijai.\r\n\r\nPagrindinis strateginis \u0161io etapo tikslas buvo \u012fskiepyti auditorijai \u2013 paruo\u0161ti j\u0105 atmesti \u012frodymus dar prie\u0161 j\u0173 pasirodym\u0105. Kai \u012frodymai pasirod\u0117, did\u017eioji dalis auditorijos juos vertino per \u201emes gi sak\u0117me, kad taip bus\u201c prizm\u0119, o tai \u017eymiai suma\u017eino j\u0173 \u012ftikinamum\u0105.\r\nStatistin\u0117 analiz\u0117 rodo, kad tikimyb\u0117, jog per 24 valandas iki oficiali\u0173 parei\u0161kim\u0173 pasirodys 393 prane\u0161imai su identi\u0161ku prognoziniu kontekstu, matemati\u0161kai artima nuliui, jei daroma prielaida, kad veiksmai buvo nepriklausomi. Tai yra matematinis koordinavimo \u012frodymas.\r\n\r\n<strong>2 etapas: \u201ene\u012frodytumo\u201c i\u0161naudojimas<\/strong>\r\nAntras etapas prasid\u0117jo lapkri\u010dio 18 d. ryte 10:25 ir t\u0119s\u0117si iki 15:45, sukuriant ma\u017edaug penki\u0173 valand\u0173 laiko tarp\u0105 iki Tusk prane\u0161imo. Per \u0161\u012f laikotarp\u012f buvo paskelbta apie 50 fokusuot\u0173 prane\u0161im\u0173, demonstruojan\u010di\u0173 auk\u0161t\u0105 temin\u0117s koncentracijos lyg\u012f. Did\u017eiausias susidom\u0117jimas pasiek\u0117 62 426 per\u017ei\u016bras viename i\u0161 pagrindini\u0173 prane\u0161im\u0173, o tai gerokai vir\u0161ija vidutinius rodiklius daugumai kanal\u0173.\r\n\r\nEmocinis eskalavimas prasid\u0117jo nuo KORNIELIO kanalo \u012fra\u0161o 10:25, kuriame teigiama, kad Lenkijos laikra\u0161\u010diai \u201eneteko proto\u201c. \u0160is \u012fra\u0161as, surink\u0119s apie 10 000 per\u017ei\u016br\u0173, naudojo reakcijos patologizavimo technik\u0105, pateikdamas Lenkijos \u017einiasklaidos susir\u016bpinim\u0105 kaip neracionali\u0105 isterij\u0105. Po trij\u0173 valand\u0173, 13:16, kanalas \u201e\u041e\u0441\u0442\u0430\u0448\u043a\u043e! \u0412\u0430\u0436\u043d\u043e\u0435\u201c (Ostashko! Svarbu), turintis apie 15 000 per\u017ei\u016br\u0173, paskelb\u0117 prane\u0161im\u0105, kad Rusijos apkaltinimas yra \u201elaiko klausimas\u201c, aktyvuodamas savaiminio i\u0161sipildymo prana\u0161yst\u0117s mechanizm\u0105.\r\n\r\nAntrosios faz\u0117s pikas buvo pasiektas 13:49, kai kanalas \u201eOstro\u017cnie, wiadomo\u015bci\u201c (\u201eAtsargiai, naujienos\u201c) paskelb\u0117 prane\u0161im\u0105, kuris surinko maksimal\u0173 \u0161iai fazei skai\u010di\u0173 \u2013 62 426 per\u017ei\u016br\u0173. Prane\u0161ime teigiama, kad Lenkijos vald\u017eia \u201eseka Gebelsu propagandos principais\u201c, pasiekdama maksimal\u0173 oponent\u0173 dehumanizavim\u0105 per naci\u0173 palyginimus. Dar po pusvaland\u017eio, 14:20, didelis agregatorius \u201e\u0412\u0417\u0413\u041b\u042f\u0414 \u041c\u0410\u041a\u0421\u0410\u201c paskelb\u0117 kategori\u0161k\u0105 paneigim\u0105, teigdamas, kad kaltinimai pateikiami \u201ebe joki\u0173 \u012frodym\u0173, kaip \u012fprasta\u201c.\r\n\r\nNaratyvinis poslinkis tarp pirmosios ir antrosios faz\u0117s buvo reik\u0161mingas. Jei pirmojoje faz\u0117je buvo naudojamas ateities laikas su formuluot\u0117mis tipo \u201ejie apkaltins\u201c, tai antrojoje faz\u0117je \u012fvyko per\u0117jimas \u012f dabartin\u012f laik\u0105: \u201ejie kaltina be \u012frodym\u0173\u201c. Tai k\u016br\u0117 \u012fsp\u016bd\u012f, kad pirmosios faz\u0117s prognoz\u0117s jau i\u0161sipildo, nors oficiali\u0173 parei\u0161kim\u0173 dar nebuvo.\r\n\r\nRetorin\u0117 eskalatacija pasirei\u0161k\u0117 keliais aspektais. Emocinis intensyvumas buvo i\u0161reik\u0161tas per pagrindini\u0173 frazi\u0173, pavyzd\u017eiui, \u201ePAVYKO\u201c ir \u201eLAIKO KLAUSIMAS\u201c, kapitalizavim\u0105. Istorinis ginklavimasis buvo pasiektas sistemingai lyginant su Gebbelso ir naci\u0173 propaganda. Epistemologinis u\u017edarumas buvo sukurtas nustatant, kad \u201ejoki\u0173 \u012frodym\u0173 niekada nebus pakankamai\u201c. Meta-apibr\u0117\u017eimas perk\u0117l\u0117 diskusij\u0105 nuo konkretaus incidento prie abstrak\u010dios \u201einformacin\u0117s karo\u201c.\r\n\r\nKritin\u0117 pastaba yra ta, kad visi prane\u0161imai apie \u201e\u012frodym\u0173 nebuvim\u0105\u201c buvo paskelbti iki oficialaus parei\u0161kimo su \u012frodymais. Tai nebuvo reakcija \u012f real\u0173 \u012frodym\u0173 nebuvim\u0105, o i\u0161ankstinis bet koki\u0173 b\u016bsim\u0173 \u012frodym\u0173, kokie jie beb\u016bt\u0173, neigimas. Toks strategija suk\u016br\u0117 auditorijai nuostat\u0105 atmesti informacij\u0105 dar prie\u0161 jos pasirodym\u0105.\r\n\r\n<strong>3 etapas: \u012frodym\u0173 absurdi\u0161kumo pabr\u0117\u017eimas<\/strong>\r\nTre\u010diasis etapas yra kritinis visos kampanijos momentas, parodantis auk\u0161\u010diausi\u0105 organizuotumo ir reagavimo grei\u010dio lyg\u012f. 15:46 vietos laiku Donaldas Tuskas prad\u0117jo savo i\u0161sam\u0173 parei\u0161kim\u0105 Seime. Lygiai po septyni\u0173 minu\u010di\u0173, 15:53, kanalas \u201eTipchak\u201c paskelb\u0117 absurdi\u0161k\u0105 atsakym\u0105, vis\u0105 tyrim\u0105 redukuodamas iki vienos sarkasti\u0161kos fraz\u0117s.\r\n\r\nTuskas savo parei\u0161kime pateik\u0117 de\u0161imt konkre\u010di\u0173 fakt\u0173, sudaran\u010di\u0173 septynis skirtingus \u012frodym\u0173 tipus. Dokumentiniai \u012frodymai ap\u0117m\u0117 nustatytas \u012ftariam\u0173j\u0173 tapatybes ir j\u0173 pilietyb\u0119. \u017dvalgybos duomenys patvirtino ry\u0161\u012f su Rusijos specialiosiomis tarnybomis. Teismo med\u017eiaga parod\u0117, kad vienas i\u0161 \u012ftariam\u0173j\u0173 buvo nuteistas Lvove. Biografin\u0117 informacija nurod\u0117, kad antrasis yra Donbaso gyventojas. Geografiniai duomenys u\u017efiksavo j\u0173 gyvenam\u0105j\u0105 viet\u0105 Baltarusijoje. Pasienio \u012fra\u0161ai dokumentavo \u012fva\u017eiavim\u0105 per Terespol\u012f. Kriminalistin\u0117 ekspertiz\u0117 nustat\u0117, kad buvo panaudotas karinis sprogstamasis mi\u0161inys C4. Techniniai duomenys parod\u0117, kad buvo panaudotas 300 metr\u0173 ilgio elektros kabelis nuotoliniam sprogdinimui. Fiziniai \u012frodymai patvirtino vagono grind\u0173 pa\u017eeidimus.\r\n\r\n\u201eTipchak\u201c kanalo atsakymas po septyni\u0173 minu\u010di\u0173 buvo lakoni\u0161kas: \u201eGele\u017einkelio b\u0117gio gabalu nemojavau, bet ir kit\u0173 \u012frodym\u0173 nepateikiau \ud83d\ude42\u201c. \u0160i fraz\u0117 demonstruoja klasikin\u012f absurdo mechanizm\u0105, pasitelkiant kelet\u0105 tarpusavyje susijusi\u0173 technik\u0173.\r\n\r\nFizin\u0117 redukcija sud\u0117ting\u0105 tyrim\u0105, apimant\u012f kriminalistik\u0105, \u017evalgybin\u012f bendradarbiavim\u0105 ir i\u0161sami\u0105 dokumentacij\u0105, paver\u010dia grubiu fiziniu objektu \u2013 b\u0117gio gabalu. Sukuriama teatrali\u0161ka politikos fig\u016bra, mojuojanti metaliniu gabalu parlamente, o tai savaime yra absurdi\u0161ka ir juokinga.\r\nHiperbolizacija protingus l\u016bkes\u010dius paver\u010dia absurdi\u0161kais. Vietoj dokumentais pagr\u012fst\u0173 \u012frodym\u0173 ir oficialaus tyrimo keliamas neprotingas reikalavimas dramati\u0161kai fizi\u0161kai tai pademonstruoti. Nustatomas ne\u012fmanomas standartas: kad \u012frodymai b\u016bt\u0173 laikomi \u012ftikinamais, ministras pirmininkas tur\u0117t\u0173 \u201eparlamente pamojuoti 300 metr\u0173 kabeliu ir C4\u201c.\r\n\r\nSarkasti\u0161ko emod\u017eio naudojimas yra signalas auditorijai: \u201emes ironizuojame, j\u016bs turite juoktis\u201c. Emod\u017eis sukuria sav\u0173j\u0173 ir svetim\u0173j\u0173 dinamik\u0105, kur tie, kurie supranta ironij\u0105, atsiduria \u201e\u012f\u0161ventint\u0173j\u0173\u201c grup\u0117je, o rimtas paneigimas atrodo nejautrus ir neturintis humoro jausmo.\r\nNeigimas per teigin\u012f yra gazlaitingo technika. Fraze \u201enepateik\u0117 kit\u0173 \u012frodym\u0173\u201c i\u0161tariama i\u0161kart po de\u0161imties \u012frodym\u0173 i\u0161vardijimo, sukuriant kognityvin\u012f disonans\u0105 ir priver\u010diant auditorij\u0105 abejoti savo realyb\u0117s suvokimu.\r\nAbsurdo rezultatas pasirod\u0117 es\u0105s visi\u0161kas. I\u0161 de\u0161imties pateikt\u0173 konkre\u010di\u0173 fakt\u0173 nebuvo pripa\u017eintas n\u0117 vienas. Fiziniai \u012frodymai \u2013 C4, kabelis ir pa\u017eeidimai \u2013 tapo \u201e\u012frodym\u0173 nebuvimu\u201c. Dokumentiniai nuosprend\u017ei\u0173 patvirtinimai tapo \u201epatvirtinim\u0173 nebuvimu\u201c. \u017dvalgybos duomenys apie ry\u0161ius su specialiosiomis tarnybomis buvo atmesti kaip \u201ene\u012frodyti\u201c. Geografiniai faktai apie Baltarusij\u0105 ir Terespol\u012f buvo tiesiog ignoruoti. Pripa\u017einimo koeficientas buvo nulis procent\u0173.\r\n\r\n\u0160ios technikos strategin\u0117 funkcija yra daugialyp\u0117. Nustatomas ne\u012fmanomumo standartas, pagal kur\u012f jokie \u012frodymai niekada nebus pakankami. Auditorija yra desensibilizuojama, mokoma atmesti visus b\u016bsimus \u012frodymus, nepriklausomai nuo j\u0173 kokyb\u0117s. Daroma \u017eala tyr\u0117j\u0173 reputacijai, kurie pradeda atrodyti bevilti\u0161ki arba juokingi. Pasiekiamas epistemologinis u\u017edarymas, nutraukiantis diskusijas dar prie\u0161 j\u0173 prad\u017ei\u0105, nustatant, kad n\u0117ra apie k\u0105 diskutuoti.\r\n\r\n<strong>4 etapas: Kontrnaratyvas<\/strong>\r\nKetvirtasis etapas prasid\u0117jo i\u0161kart po absurdo etapo ir truko nuo 16:00 iki 23:55 tos pa\u010dios dienos, apimdamas a\u0161tuonias valandas nepertraukiamos veiklos. Per \u0161\u012f laikotarp\u012f buvo paskelbti 128 \u012fra\u0161ai, kurie sudar\u0117 52,5 % visos lapkri\u010dio 18 d. veiklos. Did\u017eiausias aktyvumas pasiek\u0117 167 639 per\u017ei\u016bras, vir\u0161ydamas visus ankstesnius rodiklius. B\u016bdinga tai, kad ukrainie\u010diai buvo pamin\u0117ti 106 i\u0161 128 prane\u0161im\u0173, o tai sudaro 82,8 % bendro skai\u010diaus.\r\n\r\nValandinis pasiskirstymas rodo kampanijos stabilum\u0105. 16:00 buvo paskelbti 29 prane\u0161imai, 17:00 \u2013 22, 18:00 \u2013 20. 19:00 intensyvumas \u0161iek tiek suma\u017e\u0117jo iki 12 prane\u0161im\u0173, bet aktyvumas i\u0161liko stabilus vis\u0105 vakar\u0105: 13 prane\u0161im\u0173 20:00, 14 \u2013 21:00, 9 \u2013 22:00 ir dar 9 \u2013 23:00. Tai n\u0117ra reaktyvusis \u0161uolis, kuris paprastai greitai i\u0161bl\u0117sta, o b\u016btent stabili kampanija, palaikoma per a\u0161tuonias valandas.\r\nPirmoji pagrindin\u0117 temin\u0117 gija pasirod\u0117 16:18 kanale \u201e\u041e\u0441\u0442\u0430\u0448\u043a\u043e! \u0412\u0430\u0436\u043d\u043e\u0435\u201c, kuris surinko 60 520 per\u017ei\u016br\u0173. Prane\u0161ime teigiama, kad Lenkija \u201eimituoja rus\u0173 diversij\u0105, kad \u012ftraukt\u0173 NATO \u012f kar\u0105\u201c. \u0160i technika yra eskalavimas nuo \u201eblogos tyrimo\u201c kritikos iki \u201ety\u010din\u0117s provokacijos\u201c kaltinimo, pakeliant diskusijos kartel\u0119 \u012f nauj\u0105 lyg\u012f.\r\n\r\nPo pusvaland\u017eio, 16:52, kanalas KONTEKSTAS paskelb\u0117 prane\u0161im\u0105, kuris tapo absoliu\u010diu lyderiu pagal visos kampanijos \u012ftraukt\u012f, surink\u0119s 167 639 per\u017ei\u016br\u0173. Prane\u0161imas derino emocin\u0119 patologizacij\u0105 (\u201eLenkijos laikra\u0161\u010diai i\u0161prot\u0117jo\u201c) su naci\u0173 palyginimu (\u201eGebelsio mokiniai\u201c), sukuriant maksimaliai \u012fmanom\u0105 delegitimizacij\u0105.\r\n\r\nVakare, 18:45, Elenos Paninos kanalas su 47 379 per\u017ei\u016bromis pateik\u0117 kit\u0105 naratyvo variant\u0105: \u201eGele\u017einkel\u012f susprogdino ukrainie\u010diai i\u0161 Baltarusijos, bet vis tiek kalta Rusija!\u201c. \u0160i tez\u0117s pakeitimo technika i\u0161kreipia Tusko parei\u0161kim\u0105, kuris ai\u0161kiai nurod\u0117 Rusijos speciali\u0105sias tarnybas ir Ukrainos vykdytojus, bet pateikia situacij\u0105 taip, tarsi \u012ftariam\u0173j\u0173 Ukrainos pilietyb\u0117s pripa\u017einimas prie\u0161taraut\u0173 kaltinimams d\u0117l Rusijos dalyvavimo.\r\nTurinio analiz\u0117 rodo ai\u0161kius prioritetus. \u017dodis \u201eukrainie\u010diai\u201c arba \u201eukrainieti\u0161kas\u201c pasitaiko 106 \u012fra\u0161uose (82,8 %), Tuskas minimas 73 \u012fra\u0161uose (57,0 %), \u012fvairios \u017eod\u017ei\u0173 \u201e\u012frodymai\u201c arba \u201epatvirtinimai\u201c formos pasirodo 23 \u012fra\u0161uose (18,0 %), fraz\u0117 \u201ebe \u012frodym\u0173\u201c naudojama 9 \u012fra\u0161uose (7,0 %), Gebelsas ir naciai minimi 3 \u012fra\u0161uose (2,3 %), o \u017eodis \u201eprovokacija\u201c pasikartoja du kartus (1,6 %).\r\n\r\nNauji ketvirtosios faz\u0117s naratyviniai elementai apima prie\u0161karinio laikotarpio koncepcij\u0105, pagal kuri\u0105 Lenkija tariamai sukuria karin\u012f pateisinim\u0105 eskalavimui. Sarkasti\u0161kas \u201evis tiek kalta\u201c atmeta bet kokius niuansus ir pateikia situacij\u0105 kaip numatom\u0105 Rusijos kaltinim\u0105, neatsi\u017evelgiant \u012f faktus. Konspirologin\u0117 id\u0117ja apie imitacij\u0105 ar inscenizavim\u0105 rei\u0161kia, kad Lenkija inscenizavo vis\u0105 incident\u0105. Galiausiai atsiranda tarpvalstybinis Baltarusijos ir Rusijos koordinavimas su b\u016bdingu sarkazmo i\u0161lyginimu, kur\u012f i\u0161samiau aptarsime kitame skyriuje.\r\n\r\n<strong>Tarpvalstybinis Baltarusijos ir Rusijos koordinavimas<\/strong>\r\nVienas i\u0161 svarbiausi\u0173 m\u016bs\u0173 tyrimo atradim\u0173 buvo sistemingo koordinavimo tarp Rusijos kanal\u0173 ir Baltarusijos valstybinio portalo NEWS.BY aptikimas. \u0160is portalas yra oficialiai registruotas Baltarusijos Respublikos informacijos ministerijoje ir pateikia oficiali\u0105 valstyb\u0117s pozicij\u0105.\r\n\r\nLaikin\u0105 koordinavimo pavyzd\u012f galima atsekti su dideliu tikslumu. 15:53 val. Rusijos kanalas \u201eTipchak\u201c paskelbia absurdi\u0161k\u0105 fraz\u0119 \u201eNepliauk\u0161tel\u0117jau gele\u017einkelio b\u0117giu \ud83d\ude42\u201c. Po de\u0161imties minu\u010di\u0173, 16:03, kitas Rusijos kanalas \u201eDV Stream\u201c prid\u0117jo konspirologin\u0119 u\u017euomin\u0105: \u201eNa, mes vis tiek \u017einome \ud83e\uddab\u201c. Dar po penkiolikos minu\u010di\u0173, 16:18, kanalas \u201eOstashko\u201c pl\u0117toja tem\u0105: \u201eLenkija imituoja\u201c. O po keturi\u0173 valand\u0173 pertraukos, 20:02, Baltarusijos valstybinis kanalas NEWS.BY paskelbia: \u201e\u017dinoma \ud83e\udd26\u200d\u2642\ufe0f Baltarusijos-Rusijos-Ukrainos p\u0117dsakai\u201c.\r\n\r\nKeturi\u0173 valand\u0173 ir devyni\u0173 minu\u010di\u0173 skirtumas tarp Rusijos kanal\u0173 ir Baltarusijos valstybinio kanalo n\u0117ra atsitiktinis. Tai n\u0117ra vienalaikis koordinavimas, reikalaujantis valdymo realiuoju laiku per viening\u0105 koordinavimo centr\u0105. Grei\u010diau tai yra sud\u0117tingesnis, decentralizuotas modelis: Rusijos kanal\u0173 veiksm\u0173 steb\u0117jimas ir v\u0117lesnis j\u0173 pavyzd\u017ei\u0173 pritaikymas.\r\n\r\nVisas 20:02 val. paskelbtas NEWS.BY tekstas vertas i\u0161samaus nagrin\u0117jimo. Prane\u0161imas prasideda \u0161auktuku ir antra\u0161te \u201eTaip sabota\u017eo nedaroma!\u201d, i\u0161 karto sukuriant abejoni\u0173 d\u0117l oficialios versijos atmosfer\u0105. Toliau eina raktin\u0117 fraz\u0117: \u201eSabota\u017eas gele\u017einkelio linijoje Lenkijoje, \u017einoma \ud83e\udd26\u200d\u2642\ufe0f, turi baltarusi\u0173-rus\u0173-ukrainie\u010di\u0173 p\u0117dsak\u0173\u201c. \u017dodis \u201esabota\u017eas\u201c yra paimtas \u012f kabutes, kad b\u016bt\u0173 sumenkintas, naudojamas sarkasti\u0161kas \u201e\u017einoma\u201c, o emod\u017ei \ud83e\udd26\u200d\u2642\ufe0f (\u017emogus, griebiantis u\u017e galvos) perteikia ironij\u0105 ir nepasitik\u0117jim\u0105.\r\n\r\nTekstas toliau i\u0161d\u0117sto faktus i\u0161 Tusko parei\u0161kimo apie du Ukrainos pilie\u010dius, bendradarbiavusius su Rusijos specialiosiomis tarnybomis, bet baigiamas konspirologine apibendrinimu: \u201eNiekas neabejojo, kad \u0161i, matyt, sure\u017eisuota akcija taps...\u201c. Fraz\u0117 nutr\u016bksta, bet \u017eodis \u201einscenizuota\u201c jau padar\u0117 savo darb\u0105, u\u017esimindamas apie inscenizuot\u0105 incidento pob\u016bd\u012f.\r\n\r\nKoordinavimo indikatoriai pasirei\u0161kia keliais aspektais. Pirmasis \u2013 identi\u0161ki sarkasti\u0161ki pavyzd\u017eiai. Rusijos kanalai naudoja fraz\u0119 \u201e\u017einoma\u201c, o NEWS.BY kartojasi t\u0105 pat\u012f. Rusijos kanalai naudoja paniekinamus emod\u017eius \ud83d\ude42 ir \ud83e\uddab, o NEWS.BY naudoja \ud83e\udd26\u200d\u2642\ufe0f tame pa\u010diame kontekste. Rusijos kanalai ra\u0161o raktinius \u017eod\u017eius kabut\u0117se, kad juos nuvertint\u0173 (\u201e\u012frodymai\u201c), o NEWS.BY daro t\u0105 pat\u012f su \u017eod\u017eiu \u201esabota\u017eas\u201c. Rusijos kanalai si\u016blo konspirologij\u0105 (\u201eimituoja\u201c), o NEWS.BY si\u016blo \u201einscenizuota\u201c.\r\n\r\nAntrasis indikatorius \u2013 \u201eBelorusija\u201c vietoj \u201eBelarus\u201c kaip ideologinis \u017eymeklis. Keturiolika kanal\u0173 lapkri\u010dio 18 d. naudojo rusi\u0161k\u0105 form\u0105 \u201eBelorusija\u201c, tarp j\u0173 \u201eTip\u010dak\u201c (absurdo kanalas), \u201eDV Strim\u201c (konspiracijos teorijos), \u201e\u0412\u0417\u0413\u041b\u042f\u0414 \u041c\u0410\u041a\u0421\u0410\u201c (didelis agregatorius), Jelena Panina (\u201evis tiek kalta\u201c), taip pat \u201e\u0416\u0438\u043b\u0430-\u0431\u044b\u043b\u0430 \u0415\u0432\u0440\u043e\u043f\u0430\u201c, \u201e\u0417\u043b\u043e\u0439 \u044d\u043a\u043e\u043b\u043e\u0433\u201c, \u201e\u041a\u043e\u043c\u043c\u0435\u0440\u0441\u0430\u043d\u0442\u044a RSS\u201c, \u201e\u0420\u043e\u0441\u0441\u0438\u044f \u043f\u043e\u0431\u0435\u0434\u0438\u0442! Z\ud83c\uddf7\ud83c\uddfaV\u201c, \u201eTRE\u010cIOJI PASAULIN\u0116\u201c ir dar penki kiti. \u201eBelorusija\u201c naudojimas vietoj \u201eBelarus\u201c yra ideologinis pro-vald\u017eios pozicionavimo \u017eymeklis.\r\n\r\nTre\u010diasis indikatorius \u2013 laikinas steb\u0117jimo ir adaptacijos pavyzdys. Nuo 15:53 iki 16:18 val. Rusijos kanalai nustato pavyzd\u012f, apimant\u012f absurdo, sarkazmo ir konspirologijos elementus. Po to seka keturi\u0173 valand\u0173 pertrauka, kuri\u0105 galima interpretuoti kaip steb\u0117jimo ir sprendimo pri\u0117mimo laik\u0105. 20:02 val. NEWS.BY pritaiko identi\u0161k\u0105 model\u012f, bet jau Baltarusijos valstybinio \u0161altinio vardu. Tai n\u0117ra simultani\u0161kas koordinavimas, reikalaujantis valdymo realiuoju laiku, o steb\u0117jimo-prisitaikymo modelis, kuris yra sud\u0117tingesnis ir decentralizuotas.\r\n\r\nKetvirtasis indikatorius \u2013 valstybinio kanalo patvirtinimo ciklas. Privat\u016bs Rusijos kanalai sukuria naratyv\u0105, tada Baltarusijos valstybinis kanalas j\u012f patvirtina, po to baigiamas legitimavimo ciklas. \u0160is mechanizmas yra ypa\u010d veiksmingas, nes valstybinis \u0161altinis suteikia tariam\u0105 oficialum\u0105 naratyvams, kuriuos i\u0161 prad\u017ei\u0173 prad\u0117jo privat\u016bs kanalai.\r\n\r\nKontrastui reikia pa\u017evelgti \u012f nepriklausom\u0173 Baltarusijos \u017einiasklaidos priemoni\u0173 elges\u012f. Opozicin\u0117s ir nepriklausomos Baltarusijos kanalai skelb\u0117 faktin\u0119 informacij\u0105 be joki\u0173 koordinavimo pavyzd\u017ei\u0173. \u201eCharta-97%\u201c 16:11 ir 21:59 perdav\u0117 tiesioginius faktus i\u0161 Tuskio parei\u0161kimo be sarkazmo ar konspirologijos. \u201ePozirka\u201c 19:12 paskelb\u0117 neutral\u0173 reporta\u017e\u0105, pagr\u012fst\u0105 oficialiais \u0161altiniais. \u201eDW Belarus\u201c 13:44 pateik\u0117 objektyv\u0173 \u012fvyki\u0173 apra\u0161ym\u0105. Koordinavimas pastebimas tik tarp Rusijos kanal\u0173 ir Baltarusijos valstybinio \u201eNEWS.BY\u201c.\r\nStatistinis koordinavimo \u012frodymas pagr\u012fstas atsitiktinio sutapimo tikimyb\u0117s skai\u010diavimu. Kad identi\u0161ki sarkasti\u0161ki pavyzd\u017eiai (\u012fskaitant specifinius emod\u017eius, fraz\u0119 \u201e\u017einoma\u201c ir kabu\u010di\u0173 naudojim\u0105 nuvertinimui) pasirodyt\u0173 per keturi\u0173 valand\u0173 laikotarp\u012f po to, kai Rusijos kanalai nustat\u0117 pavyzd\u012f b\u016btent i\u0161 valstybinio Baltarusijos kanalo, atsitiktinumo tikimyb\u0117 yra ma\u017eesn\u0117 nei viena t\u016bkstantajoji. Tai matemati\u0161kai \u012frodo koordinavimo buvim\u0105.\r\n\r\n<strong>Absurdo technika: gilus analiz\u0117<\/strong>\r\nAbsurdo technika yra sud\u0117tinga retorin\u0117 technika, kuri sud\u0117tingus \u012frodymus paver\u010dia grubiais fiziniais ne\u012fmanomumais, siekiant sukurti bet koki\u0173 \u012frodym\u0173 neadekvatumo \u012fsp\u016bd\u012f. \u0160i technika ne tik neigia faktus, bet ir paver\u010dia pat\u012f \u012frodym\u0173 s\u0105vok\u0105 absurdi\u0161ka ir juokinga.\r\nTechnikos strukt\u016bra susideda i\u0161 trij\u0173 nuosekli\u0173 \u017eingsni\u0173. Pirmasis \u017eingsnis \u2013 \u201epripa\u017einti ir suma\u017einti\u201c: formaliai pripa\u017einti \u012frodym\u0173 egzistavim\u0105, bet nedelsiant juos suma\u017einti iki grubios fizin\u0117s objekto. Antrasis \u017eingsnis \u2013 \u201ehiperbolizuoti ir atmesti\u201c: hiperbolizuoti reikalavimus \u012frodymams iki absurdo ribos, o tada atmesti, parodant j\u0173 absurdi\u0161kum\u0105. Tre\u010diasis \u017eingsnis \u2013 \u201esignalizuoti ir normalizuoti\u201c: signalizuoti sarkazm\u0105 per emod\u017eius ar kitus \u017eymeklius, normalizuojant \u012frodym\u0173 atmetim\u0105 kaip proting\u0105 pozicij\u0105.\r\n\r\nPsicholingvistinis absurdo mechanizmas veikia keliais lygiais. Kognityvinis lengvumas padaro \u201eb\u0117gi\u0173 gabalo\u201c supratim\u0105 daug lengvesn\u012f nei sud\u0117tingo tyrimo su C4, 300 metr\u0173 kabeliu ir \u017evalgybos duomenimis suvokim\u0105. Humoras tarnauja kaip skydas, nes sunku gin\u010dytis su juokais neprarandant veido ir nerizikuojant atrodyti nejautriu. Nustatomas ne\u012fmanomumo standartas, kai jokie real\u016bs \u012frodymai niekada n\u0117ra pakankami. Perduodama meta \u017einut\u0117: \u201eJie visada meluoja, \u012frodymai n\u0117ra svarb\u016bs\u201c.\r\n\r\nLyginamoji lingvistika rodo \u0161io metodo stabilum\u0105 laikui b\u0117gant. Lenkijos atveju 2025 m. pateikti \u012frodymai ap\u0117m\u0117 C4, 300 metr\u0173 kabel\u012f, teistum\u0105 ir \u017evalgybos ry\u0161ius, kurie buvo absurdi\u0161kai atmesti fraze \u201eJis nemojavo gele\u017einkelio b\u0117giu \ud83d\ude42\u201c. Skripalio byloje 2018 m. \u012frodymai, tokie kaip \u201eNovichok\u201c, vaizdo steb\u0117jimo \u012fra\u0161ai, chemin\u0117 analiz\u0117 ir liudytojai, buvo absurdi\u0161kai atmesti klausimu \u201eAr \u201eNovichok\u201c toks mirtinas, kad visi i\u0161gyveno?\u201c. 2014 m. MH17 byloje radaro duomenys, raketos \u201eBuk\u201c dalys ir liudytoj\u0173 parodymai virto \u201e\u016akininkas rado \u201eBuk\u201c lauke?\u201c. 2006 m. Litvinenko byloje polonio p\u0117dsakai, medicininiai \u012fra\u0161ai ir toksikologiniai ataskaitos buvo sumenkinti fraze \u201ePolonis arbatinuke, tiesa?\u201c.\r\n\r\nBendras absurdo pavyzdys gali b\u016bti pateiktas kaip transformacij\u0173 seka. Sud\u0117tingas kriminalistinis ar \u017evalgybinis tyrimas su daugybe \u012frodym\u0173 transformuojamas \u012f grub\u0173 fizin\u012f ne\u012fmanomum\u0105. \u0160is ne\u012fmanomumas formuluojamas sarkasti\u0161kai atmetant naudojant emod\u017eius ar retorinius klausimus. Rezultatas \u2013 auditorija, pripratusi atmesti bet kokius \u012frodymus.\r\n\r\nAbsurdo technikos veiksmingumas paai\u0161kinamas keliais veiksniais. Kognityvinis lengvumas daro paprastus vaizdus \u012ftikinamesnius nei sud\u0117tingi argumentai. Humoras sukuria apsaugin\u0119 barjer\u0105 nuo rimtos kritikos. Ne\u012fmanomumo standartas garantuoja, kad jokie real\u016bs \u012frodymai neatitiks nustatyt\u0173 reikalavim\u0173. Metaprane\u0161imas apie visuotin\u012f mel\u0105 atleid\u017eia auditorij\u0105 nuo b\u016btinyb\u0117s gilintis \u012f detales.\r\n\r\n<strong>Naratyvo keitimas per klaiding\u0105 prie\u017eastingum\u0105: d\u0117mesio perjungimo technika<\/strong>\r\nLaikin\u0173 publikacij\u0173 sekos analiz\u0117 atskleid\u0117 koordinuoto naratyvo keitimo model\u012f, nustatant prie\u017eastingum\u0105 tarp diversijos ir vidaus politini\u0173 proces\u0173 Lenkijoje. Lapkri\u010dio 18 d. 18:42 val. vyriausybinis Rusijos kanalas \u201eRossiyskaya Gazeta\u201c paskelb\u0117 straipsn\u012f apie Tusk\u0105, kuriame pirm\u0105 kart\u0105 buvo ai\u0161kiai suformuluotas ry\u0161ys tarp diversijos ir Lenkijos prezidento Karolio Nawrockio sprendimo nutraukti pagalb\u0105 Ukrainos pab\u0117g\u0117liams.\r\n\r\nPagrindin\u0117 fraz\u0117 pasirod\u0117 straipsnio pabaigoje kaip paai\u0161kinamasis kodas: \u201eNelaimingas atsitikimas gele\u017einkelyje \u012fvyko pra\u0117jus kelioms dienoms po to, kai Lenkijos prezidentas Karolis Na\u0432\u0440\u043e\u0446\u043a\u0438 paskelb\u0117 apie pagalbos ukrainie\u010di\u0173 pab\u0117g\u0117liams nutraukim\u0105. \u0160iais metais jie gaus pa\u0161alpas paskutin\u012f kart\u0105.\u201c Lingvistin\u0117 konstrukcija \u201epo keli\u0173 dien\u0173 po to, kai\u201c sukuria \u012fsp\u016bd\u012f, kad tarp dviej\u0173 \u012fvyki\u0173 yra prie\u017eastinis ry\u0161ys, nepateikiant joki\u0173 faktini\u0173 pagrind\u0173 tokiam ry\u0161iui. Tai klasikinis login\u0117s klaidos post hoc ergo propter hoc (\u201epo to, vadinasi, d\u0117l to\u201c) pavyzdys, kai laiko seka klaidingai interpretuojama kaip prie\u017eastingumas.\r\n\r\nSvarbu pa\u017eym\u0117ti, kad Navrotskio ir jo pozicijos d\u0117l ukrainie\u010di\u0173 pab\u0117g\u0117li\u0173 pamin\u0117jimai informaciniame erdv\u0117je pasirod\u0117 dar lapkri\u010dio 17 d. Kanalas \u201eZ\u0430 \u043c\u0438\u04401!\u201d 03:11 min\u0117jo Navrotskio parei\u0161kim\u0105 apie paskutin\u012f pagalbos pab\u0117g\u0117liams metus, o \u201e\u0412\u0417\u0413\u041b\u042f\u0414\u201d 07:14 ra\u0161\u0117, kad Lenkijos prezidentas neketina kelti Kijevo re\u017eimo interes\u0173 auk\u0161\u010diau u\u017e savuosius. Ta\u010diau \u0161ios nuorodos buvo pavien\u0117s, nesusijusios su incidentu gele\u017einkelyje. Medija pateik\u0117 Navrotskio pozicij\u0105 kaip bendr\u0105 politin\u0119 informacij\u0105, nesusiedama jos su konkre\u010diais \u012fvykiais.\r\n\r\nRusijos laikra\u0161tis pirmasis nustat\u0117 ai\u0161k\u0173 ry\u0161\u012f, o po valandos ir dvide\u0161imties minu\u010di\u0173, 20:02, Baltarusijos valstybinis kanalas NEWS.BY per\u0117m\u0117 ir i\u0161 esm\u0117s pl\u0117tojo \u0161\u012f naratyv\u0105. NEWS.BY publikacija i\u0161pl\u0117t\u0117 kontekst\u0105, pateikdama situacij\u0105 kaip politinio konflikto Lenkijoje viduje rezultat\u0105: \u201eVar\u0161uvoje po prezidento rinkim\u0173 susiformavo dviguba vald\u017eia. Kai valstyb\u0117s vadovo post\u0105 u\u017e\u0117m\u0117 Karol Nawrocki i\u0161 PiS, Tuskas pralaim\u0117jo, o kova d\u0117l vald\u017eios tik paa\u0161tr\u0117jo.\u201c Kanalas prid\u0117jo dar vien\u0105 konfliktin\u012f element\u0105, pamin\u0117damas, kad Nawrocki pasisako u\u017e param\u0105 Ukrainai nutraukti, kol nebus pripa\u017eintas lenk\u0173 genocidas \u2013 Volyn\u0117s \u017eudyn\u0117s.\r\n\r\nTarpvalstybinio koordinavimo modelis yra akivaizdus: Rusijos vyriausyb\u0117s kanalas \u012fveda nauj\u0105 naratyvin\u012f element\u0105, o Baltarusijos valstybinis kanalas j\u012f sustiprina ir pl\u0117toja po pusantros valandos. Tai n\u0117ra atsitiktinis sutapimas. Pusantros valandos laiko tarpas yra pakankamas steb\u0117jimui, adaptacijai ir paskelbimui, bet nepakankamai didelis, kad \u0161iuos \u012fvykius b\u016bt\u0173 galima laikyti nepriklausomais. Stilistinis ir turinio suderinamumas rodo koordinuot\u0105 strategij\u0105.\r\n\r\n\u0160io naratyvinio poslinkio funkcija yra daugialyp\u0117. Akivaizd\u017eiausias tikslas \u2013 perkelti d\u0117mesio fokus\u0105. Oficialus tyrimas nustat\u0117, kad sabota\u017e\u0105 \u012fvykd\u0117 Ukrainos pilie\u010diai, verbuoti Rusijos speciali\u0173j\u0173 tarnyb\u0173, kurie kirto sien\u0105 i\u0161 Baltarusijos. Naratyvas apie Navrotskio sprendim\u0105 si\u016blo alternatyv\u0173 motyv\u0173 paai\u0161kinim\u0105: tai ne Rusijos specialioji operacija, o ukrainie\u010di\u0173 reakcija \u012f pagalbos pab\u0117g\u0117liams nutraukim\u0105. Tikrovi\u0161ko alternatyvaus motyvo suk\u016brimas sumenkina realios priskyrimo suvokim\u0105.\r\n\r\nAntrasis funkcijos lygmuo \u2013 s\u0105junginink\u0173 susiskaldymas. Naratyvas i\u0161naudoja tris potencialias konflikto linijas: tarp Lenkijos ir Ukrainos d\u0117l pab\u0117g\u0117li\u0173 ir istorin\u0117s atminties, tarp Tusko ir Navrotskio Lenkijos politikoje, tarp ukrainie\u010di\u0173 pab\u0117g\u0117li\u0173 ir Lenkijos vadovyb\u0117s. Kiekviena linija sustiprina destabilizacijos ir chaoso \u012fsp\u016bd\u012f, nukreipdama d\u0117mes\u012f nuo centralizuotos Rusijos speciali\u0173j\u0173 tarnyb\u0173 operacijos.\r\n\r\nTre\u010diasis lygis \u2013 aukos viktimizacijos technika. Sukuriama \u012fsp\u016bdis, kad Lenkija \u201epati kalta\u201c d\u0117l to, kas \u012fvyko: nutrauk\u0117 pagalb\u0105 pab\u0117g\u0117liams, suk\u0117l\u0117 j\u0173 nepasitenkinim\u0105, leido vidaus politiniams konfliktams destabilizuoti situacij\u0105. \u0160is metodas transformuoja \u0161al\u012f, kuri tapo sabota\u017eo auka, \u012f subjekt\u0105, kurio veiksmai tariamai i\u0161provokavo incident\u0105. Pana\u0161us metodas buvo pasteb\u0117tas meteorologini\u0173 zond\u0173 kampanijoje, kurioje Lietuva buvo kaltinama isteri\u0161ka reakcija ir provokacijomis.\r\n\r\nMetodo veiksmingumas grind\u017eiamas reali\u0173 fakt\u0173 naudojimu klaidingame kontekste. Nawrocki i\u0161 ties\u0173 yra Lenkijos prezidentas, jis i\u0161 ties\u0173 turi tam tikr\u0105 pozicij\u0105 Ukrainos klausimais, \u012fskaitant pab\u0117g\u0117lius. Tiksli pagalbos nutraukimo paskelbimo data reikalauja patikrinimo, bet pats sprendimas egzistuoja vie\u0161ojoje erdv\u0117je. Technika paima \u0161iuos realius elementus ir i\u0161 j\u0173 sukuria klaiding\u0105 prie\u017eastin\u012f ry\u0161\u012f. Atskir\u0173 fakt\u0173 tikrovi\u0161kumas sukuria visos konstrukcijos patikimumo iliuzij\u0105.\r\n\r\nPsichologiniai veiksmingumo mechanizmai apima daugyb\u0119 kognityvini\u0173 i\u0161kraipym\u0173. Post hoc ergo propter hoc i\u0161naudoja nat\u016bral\u0173 \u017emogaus polink\u012f ie\u0161koti prie\u017eas\u010di\u0173 ankstesniuose \u012fvykiuose. Patvirtinimo \u0161ali\u0161kumas (Confirmation bias) ver\u010dia \u017emones, kurie jau yra kriti\u0161kai nusiteik\u0119 Ukrainos ar Lenkijos vald\u017eios at\u017evilgiu, priimti naratyv\u0105 be kritinio vertinimo. Prieinamumo euristika daro nesenus \u012fvykius labiau prieinamus protiniam ry\u0161iui, net jei toks ry\u0161ys yra nelogi\u0161kas.\r\n\r\nAlternatyvi\u0173 diversijos paai\u0161kinim\u0173 analiz\u0117 informaciniame erdv\u0117je atskleid\u0117 daugyb\u0119 konkuruojan\u010di\u0173 naratyv\u0173: Navrotskio sprendimas d\u0117l pab\u0117g\u0117li\u0173 buvo pamin\u0117tas tris kartus, Volyn\u0117s \u017eudyn\u0117s \u2013 keturis, tranzitas per Baltarusij\u0105 \u2013 tris, Tusk-Navrotskio dviguba vald\u017eia \u2013 vien\u0105 kart\u0105. \u0160i \u012fvairov\u0117 n\u0117ra atsitiktin\u0117. Keli\u0173 alternatyvi\u0173 paai\u0161kinim\u0173 suk\u016brimas i\u0161sklaido d\u0117mes\u012f, sukuria informacin\u012f triuk\u0161m\u0105 ir apsunkina ai\u0161kaus supratimo apie tikr\u0105j\u0105 prie\u017east\u012f formavim\u0105si. Kai auditorija susiduria su keturiais-penkiais skirtingais \u201egalimais prie\u017eastimis\u201c, oficiali versija apie Rusijos speciali\u0105sias tarnybas tampa tik viena i\u0161 daugelio hipotezi\u0173, prarandanti \u012frodyto fakto svarb\u0105.\r\n\r\nKoordinuotas klaidingos prie\u017easties \u012fvedimas per abiej\u0173 \u0161ali\u0173 vyriausybinius kanalus rodo institucin\u012f \u0161io metodo pob\u016bd\u012f. Tai n\u0117ra spontani\u0161ka atskir\u0173 komentatori\u0173 \u012fvyki\u0173 interpretacija, o suderinta strategija, skirta naratyvui pakeisti kritiniu momentu, kai oficialus tyrimas nustat\u0117 tikruosius kaltininkus. Publikavimo momentas \u2013 lapkri\u010dio 18 d., diena, kai Tuskas Seime i\u0161samiai i\u0161d\u0117st\u0117 \u012frodymus \u2013 n\u0117ra atsitiktinis. Alternatyvaus paai\u0161kinimo pateikimas b\u016btent tuo momentu, kai oficiali versija gavo i\u0161samiausi\u0105 patvirtinim\u0105,\r\ntarnauja kaip i\u0161ankstinis \u0161i\u0173 \u012frodym\u0173 diskreditavimas.\r\n\r\nRusijos ir Baltarusijos valstybini\u0173 kanal\u0173 koordinavimo modelis, su pusantros valandos laiko u\u017edelsimu ir antrosios publikacijos turinio sustiprinimu, yra identi\u0161kas mechanizmams, steb\u0117tiems kitose kampanijos faz\u0117se. Tai patvirtina hipotez\u0119 apie stabilaus tarpvalstybinio tinklo egzistavim\u0105, kuriame Rusijos kanalai da\u017enai \u012fveda naratyvines naujoves, o Baltarusijos kanalai jas pritaiko ir sustiprina savo auditorijai. Steb\u0117jimo-pritaikymo-sustiprinimo technika sukuria organi\u0161ko id\u0117j\u0173 skleidimo \u012fsp\u016bd\u012f, paslepiant koordinuot\u0105 operacijos pob\u016bd\u012f.\r\n\r\nNorint prie\u0161intis klaidingos prie\u017eastingumo technikai, reikia akcentuoti manipuliacijos login\u0119 strukt\u016br\u0105. Post hoc ergo propter hoc demaskavimas yra veiksmingesnis nei konkre\u010di\u0173 teigini\u0173 paneigimas, nes moko auditorij\u0105 atpa\u017einti pa\u010di\u0105 technik\u0105, nepriklausomai nuo turinio. Faktinio pagrindo ry\u0161iui tarp Navrotskio sprendimo ir diversijos nebuvimo \u012frodymas, prie\u017eastingumo, o ne paprastos laiko sekos \u012frodym\u0173 reikalavimas, d\u0117mesio sutelkimas \u012f reali\u0105 priskyrim\u0105 pagal tyrimo rezultatus \u2013 visa tai yra kompleksinio pasiprie\u0161inimo elementai.\r\n\r\nPraktin\u0117 \u0161io pasteb\u0117jimo reik\u0161m\u0117 b\u016bsimiems incidentams yra akivaizdi. Alternatyvi\u0173 paai\u0161kinim\u0173 \u012fvedimas nustatant klaidingus prie\u017eastinius ry\u0161ius yra nusp\u0117jamas informacini\u0173 operacij\u0173 elementas. \u017dinant \u0161\u012f model\u012f, galima parengti kontrnaratyvus dar prie\u0161 atsirandant manipuliacin\u0117ms konstrukcijoms. I\u0161ankstinis \u0161ios technikos demaskavimas, jos pagrind\u0105 sudaran\u010di\u0173 kognityvini\u0173 i\u0161kraipym\u0173 paai\u0161kinimas ir vie\u0161osios nuomon\u0117s sutelkimas \u012f grie\u017etus prie\u017eastinio ry\u0161io \u012frodymus sukuria informacin\u0117s erdv\u0117s atsparum\u0105 tokio pob\u016bd\u017eio manipuliacijoms.\r\n\r\n<strong>Metodologija<\/strong>\r\nM\u016bs\u0173 tyrimas buvo pagr\u012fstas kompleksiniu po\u017ei\u016briu \u012f duomen\u0173 rinkim\u0105 ir analiz\u0119, u\u017etikrinan\u010diu auk\u0161t\u0105 rezultat\u0173 patikimum\u0105 ir galimyb\u0119 nepriklausomai patikrinti i\u0161vadas.\r\n\r\nDuomenys buvo renkami nuo 2025 m. lapkri\u010dio 11 d. iki 18 d., apimant a\u0161tuonias dienas iki ir po kritinio incidento. Pagrindinis informacijos \u0161altinis buvo platforma TGStat, profesionali Telegram kanal\u0173 analiz\u0117s sistema, suteikianti prieig\u0105 prie vie\u0161\u0173 \u012fra\u0161\u0173, metaduomen\u0173 ir per\u017ei\u016br\u0173 statistikos. Nor\u0117dami u\u017etikrinti maksimal\u0173 apr\u0117pt\u012f, naudojome du raktini\u0173 \u017eod\u017ei\u0173 rinkinius: \u201etraukinys Var\u0161uva\u201c (rezultatas: 348 \u012fra\u0161ai) ir \u201egele\u017einkelis Var\u0161uva\u201c (rezultatas: 525 \u012fra\u0161ai). Duomenys buvo eksportuoti 2025 m. lapkri\u010dio 19 d. nuo 01:23 iki 01:31 UTC, u\u017etikrinant visi\u0161k\u0105 lapkri\u010dio 18 d. \u012fvyki\u0173 apr\u0117pt\u012f.\r\n\r\nPirminis duomen\u0173 masyvas sudar\u0117 873 \u012fra\u0161us. Kritinis apdorojimo etapas buvo dubliavim\u0173 pa\u0161alinimas, nes kai kurie \u012fra\u0161ai buvo u\u017efiksuoti abiem raktini\u0173 \u017eod\u017ei\u0173 rinkiniais. Taik\u0117me grie\u017etus dubliuotoj\u0173 identifikavimo kriterijus: tas pats kanalas, identi\u0161kas tekstas pirmuose \u0161imtuose simboli\u0173, laiko \u017eyma nevir\u0161ija vienos minut\u0117s. \u0160is procesas nustat\u0117 ir pa\u0161alino 167 dubliuotus \u012fra\u0161us, palikdamas 706 unikalius \u012fra\u0161us i\u0161 211 unikali\u0173 kanal\u0173 tolesnei analizei.\r\nLaiko analiz\u0117 ap\u0117m\u0117 kelis duomen\u0173 grupavimo lygius. Makrolygiu \u012fra\u0161ai buvo sugrupuoti pagal dienas, siekiant nustatyti bendr\u0105 kampanijos dinamik\u0105. Mezo lygiu buvo taikomas grupavimas pagal valandas, siekiant nustatyti dienos aktyvumo modelius. Mikro lygiu buvo taikomas grupavimas pagal minutes, siekiant nustatyti sinchronizacij\u0105. Faz\u0117s klasifikacija buvo pagr\u012fsta laiko rib\u0173 ir temini\u0173 poky\u010di\u0173 deriniu: 1 faz\u0117 ap\u0117m\u0117 vis\u0105 lapkri\u010dio 17 d., 2 faz\u0117 \u2013 laikotarp\u012f nuo 10:25 iki 15:45 lapkri\u010dio 18 d., 3 faz\u0117 \u2013 kritines penkiolika minu\u010di\u0173 nuo 15:46 iki 16:00, 4 faz\u0117 \u2013 vakarin\u0119 veikl\u0105 nuo 16:00 iki 23:55.\r\n\r\nTurinio analiz\u0117 naudojo kelis metodus. Rakta\u017eod\u017ei\u0173 i\u0161skyrimas naudojo da\u017enio analiz\u0119, kad nustatyt\u0173 da\u017eniausiai vartojamus terminus. Bendro pasirodymo pavyzd\u017ei\u0173 analiz\u0117 nustat\u0117 ry\u0161ius tarp \u012fvairi\u0173 koncepcij\u0173. Nustatant nuotaikos \u017eymes buvo nustatytas emocinis prane\u0161im\u0173 atspalvis. Nustatant sarkazmo indikatorius buvo sutelktas d\u0117mesys \u012f emod\u017ei, kabu\u010di\u0173 ir retorini\u0173 konstrukcij\u0173 naudojim\u0105. Retorin\u0117 analiz\u0117 ap\u0117m\u0117 r\u0117meli\u0173 identifikavim\u0105, manipuliacijos technik\u0173 klasifikavim\u0105 ir palyginim\u0105 su istoriniais pavyzd\u017eiais.\r\n\r\nTinklo koordinavimo analiz\u0117 naudojo kelis metodus. Laikinis klasterizavimas nustat\u0117 grupes prane\u0161im\u0173, paskelbt\u0173 per trump\u0105 laikotarp\u012f. Bendr\u0173 frazi\u0173 analiz\u0117 nustat\u0117 identi\u0161kas arba beveik identi\u0161kas formuluotes skirtinguose kanaluose. Tarpvalstybini\u0173 ry\u0161i\u0173 identifikavimas buvo sutelktas \u012f koordinavim\u0105 tarp Rusijos ir Baltarusijos \u0161altini\u0173. Valstybini\u0173 ir priva\u010di\u0173 ry\u0161i\u0173 nustatymas atskleid\u0117 oficiali\u0173 ir neoficiali\u0173 kanal\u0173 s\u0105veik\u0105.\r\n\r\nLaiko sinchronizavimui \u012fvertinti buvo naudojamas slenkamasis langas su vienos, penki\u0173 ir penkiolikos minu\u010di\u0173 intervalais. Statistin\u0117 reik\u0161m\u0117 buvo nustatyta pagal binomin\u012f pasiskirstym\u0105, o atsitiktinio sutapimo tikimyb\u0117 buvo apskai\u010diuota kiekvienam sinchronini\u0173 publikacij\u0173 klasteriui.\r\n\r\nBaltarusijos ir Rusijos koordinavimo analiz\u0117 ap\u0117m\u0117 kelet\u0105 matavim\u0173. Palyginus pavyzd\u017eius buvo nustatyti identi\u0161ki sarkazmo, emod\u017ei ir kabu\u010di\u0173 naudojimo modeliai. Laiko koreliacijos analiz\u0117 nustat\u0117 v\u0117lavimus tarp Rusijos kanal\u0173 ir Baltarusijos valstybinio \u0161altinio publikacij\u0173. Lingvistini\u0173 \u017eymi\u0173 identifikavimas buvo sutelktas \u012f form\u0173 \u201e\u0411\u0435\u043b\u043e\u0440\u0443\u0441\u0441\u0438\u044f\u201c ir \u201e\u0411\u0435\u043b\u0430\u0440\u0443\u0441\u044c\u201c naudojim\u0105 kaip ideologinio pozicionavimo indikatorius. Valstybini\u0173 ir priva\u010di\u0173 kanal\u0173 palyginimas atskleid\u0117 oficiali\u0173 ir neoficiali\u0173 \u0161altini\u0173 elgesio skirtumus.\r\n\r\nAbsurdo nustatymui buvo taikoma strukt\u016brin\u0117 analiz\u0117, siekiant nustatyti transformacij\u0105 \u201esud\u0117tingas \u2192 grubus\u201c. Lingvistiniai \u017eymekliai ap\u0117m\u0117 emod\u017eius, retorinius klausimus ir kitus sarkazmo signalus. Palyginimas su istoriniais pavyzd\u017eiais parod\u0117 technikos stabilum\u0105 laike.\r\nFazin\u0117 klasifikacija buvo pagr\u012fsta fazi\u0173 laiko rib\u0173 nustatymu, turinio teminiu klasterizavimu, retorini\u0173 poslinki\u0173 nustatymu ir auditorijos \u012fsitraukimo pavyzd\u017ei\u0173 analize.\r\n\r\nI\u0161vad\u0173 patikimumo lygis skirstomas \u012f kategorijas. Auk\u0161tas patikimumas (95 %) priskiriamas keturiems pagrindiniams atradimams. Keturi\u0173 fazi\u0173 strukt\u016bra patvirtinama tiek laiko, tiek teminiu klasterizavimu. Baltarusijos ir Rusijos koordinavimas turi ma\u017eiau nei 0,001 tikimyb\u0119, remiantis pavyzd\u017ei\u0173 palyginimu. Absurdo technika \u012frodoma strukt\u016brine analize ir istoriniu palyginimu. Kampanijos prevencinis pob\u016bdis dokumentuojamas per trisde\u0161imties valand\u0173 i\u0161ankstin\u012f termin\u0105.\r\n\r\nVidutinis 75 % pasitik\u0117jimas taikomas trims aspektams. Konkret\u016bs koordinavimo mechanizmai lieka i\u0161vados objektu, nes negalime visi\u0161kai tiksliai atskirti steb\u0117jimo nuo tiesiogini\u0173 nurodym\u0173. Tikslaus apr\u0117pties u\u017e \u201eTelegram\u201c rib\u0173 ne\u012fmanoma nustatyti, nes per\u017ei\u016bros yra kaupiamos ir nesusijusios su konkre\u010diu laiku. Atskir\u0173 kanal\u0173 motyvacija nustatoma i\u0161 elgesio pavyzd\u017ei\u0173, bet negali b\u016bti patvirtinta tiesiogiai.\r\n\r\nKai kurie aspektai lieka ne\u017einomi. Koordinavimas priva\u010diose grup\u0117se ir pokalbiuose n\u0117ra matomas vie\u0161ojoje erdv\u0117je. Finansiniai srautai tarp kanal\u0173 n\u0117ra prieinami analiz\u0117s tikslais. Tiesioginio valstyb\u0117s u\u017esakymo buvimas ar nebuvimas negali b\u016bti nustatytas, nes savaranki\u0161kas koordinavimas gali atrodyti identi\u0161kai.\r\n\r\nRezultat\u0173 atkuriamumas u\u017etikrinamas visi\u0161kai atveriant duomenis ir metodus. Pirminiai duomenys prieinami CSV formatu su 706 \u012fra\u0161ais ir i\u0161samiais metaduomenimis. Apdorojimo scenarijai para\u0161yti Python kalba, naudojant pandas ir matplotlib bibliotekas. Analitiniai u\u017era\u0161ai pateikiami Jupyter formatu, kad b\u016bt\u0173 galima pakartoti analiz\u0119 \u017eingsnis po \u017eingsnio. Vizualizacijos eksportuotos PNG formatu, kad jas b\u016bt\u0173 galima naudoti pristatymuose ir publikacijose.\r\n\r\n<strong>I\u0161vados ir pasekm\u0117s<\/strong>\r\nM\u016bs\u0173 tyrimas atskleid\u0117 kelet\u0105 kritini\u0173 i\u0161vad\u0173, turin\u010di\u0173 didel\u0119 reik\u0161m\u0119 suprantant \u0161iuolaikin\u012f informacin\u012f kar\u0105 ir kuriant kovos strategijas.\r\n\r\nPirmoji pagrindin\u0117 i\u0161vada susijusi su informacin\u0117s kampanijos pob\u016bd\u017eiu. Mes turime reikal\u0105 ne su reaktyviu pasipiktinimu ar spontani\u0161ka reakcija \u012f \u012fvykius, o su i\u0161 anksto suplanuota prevencine kampanija, turin\u010dia ai\u0161ki\u0105 laiko strukt\u016br\u0105. Pirmoji faz\u0117 prasideda trisde\u0161imt valand\u0173 prie\u0161 pasirodant bet kokiems oficialiems kaltinimams, sukuriant parengt\u0105 interpretacin\u012f pagrind\u0105. Tre\u010dioji faz\u0117 reaguoja vos per septynias minutes \u012f i\u0161sam\u0173 ministro pirmininko parei\u0161kim\u0105, o tai ne\u012fmanoma be nuolatinio steb\u0117jimo. Ketvirtoji faz\u0117 palaikoma per a\u0161tuonias valandas nepertraukiamos vakarin\u0117s veiklos, demonstruojant stabilum\u0105, b\u016bding\u0105 organizuotoms operacijoms. \u0160ios charakteristikos rodo institucines galimybes, o ne spontani\u0161k\u0105 reakcij\u0105.\r\n\r\nAntrasis svarbus atradimas susij\u0119s su tarpvalstybiniu Baltarusijos ir Rusijos koordinavimu. Baltarusijos valstybinis kanalas NEWS.BY demonstruoja identi\u0161kus modelius su Rusijos kanalais, skelbdamas savo prane\u0161imus su keturi\u0173 valand\u0173 v\u0117lavimu. Tai rodo decentralizuot\u0105 koordinavimo model\u012f, kai stebint Rusijos kanal\u0173 veiksmus, Baltarusijos valstybinis \u0161altinis pritaiko j\u0173 modelius. Valstybini\u0173 ir priva\u010di\u0173 tinkl\u0173 integracija sukuria legitimavimo ciklus, kai privat\u016bs kanalai kuria naratyvus, o valstybiniai juos patvirtina. Bendradarbiavimas tarpvalstybin\u0117je informacin\u0117je kovoje rodo kokybi\u0161kai nauj\u0105 koordinavimo lyg\u012f. Vis\u0173 stebim\u0173 modeli\u0173 atsitiktinio sutapimo tikimyb\u0117 yra ma\u017eesn\u0117 nei viena t\u016bkstantajoji, o tai matemati\u0161kai \u012frodo koordinavimo buvim\u0105.\r\n\r\nTre\u010diasis atradimas sutelkia d\u0117mes\u012f \u012f absurdo technik\u0105 kaip pagrindin\u012f \u012frodym\u0173 diskreditavimo \u012frank\u012f. De\u0161imt konkre\u010di\u0173 fakt\u0173, pateikt\u0173 Tusko, buvo redukuoti iki sarkasti\u0161kos fraz\u0117s \u201eA\u0161 nemojavau gele\u017einkelio b\u0117giu gabalu \ud83d\ude42\u201c. Sistemingas \u0161io metodo naudojimas daugeliu atvej\u0173 per devyniolika met\u0173 rodo nuolatinio modelio pasikartojim\u0105. Pastebimas institucini\u0173 \u017eini\u0173 apie tai, kokie metodai veikia efektyviai, kaupimas. Metodo tobulinimas pasirei\u0161kia greitesne reakcija ir rafinuotesn\u0117mis formuluot\u0117mis.\r\n\r\nKetvirtas atradimas susij\u0119s su informacinio karo prevenciniu pob\u016bd\u017eiu. Prognoz\u0117s pasirodo trisde\u0161imt valand\u0173 prie\u0161 oficiali\u0173 kaltinim\u0173 pateikim\u0105, o tai leid\u017eia sukurti parengt\u0105 interpretacin\u012f pagrind\u0105. Po reali\u0173 kaltinim\u0173 pasirodymo auditorija, kuri buvo \u201epaskiepta\u201c, juos priima kaip pirmini\u0173 \u201eprognozi\u0173\u201c patvirtinim\u0105. Tai sukuria nuostat\u0105 atmesti \u012frodymus dar prie\u0161 juos i\u0161samiai i\u0161nagrin\u0117jus.\r\n\r\nPenktoji i\u0161vada dokumentuoja stabilios mobilizacijos mast\u0105. Septyni \u0161imtai \u0161e\u0161i \u012fra\u0161ai i\u0161 dviej\u0173 \u0161imt\u0173 vienuolikos kanal\u0173 per septynias dienas yra reik\u0161minga operacija. Dvi \u0161imtai keturiasde\u0161imt keturi \u012fra\u0161ai per kritin\u0119 lapkri\u010dio 18 d. dien\u0105 rodo geb\u0117jim\u0105 sutelkti pastangas. 128 prane\u0161im\u0173 per vakar\u0105 rodo stabilum\u0105, o ne laikinas aktyvumo padid\u0117jimas.\r\n\r\nPasekm\u0117s informaciniam saugumui yra \u012fvairiapus\u0117s. Keturi\u0173 fazi\u0173 strukt\u016bros nusp\u0117jamumas leid\u017eia kurti prie\u0161prie\u0161ines strategijas. Aptikus pirm\u0105j\u0105 faz\u0119, galima su dideliu tikrumu numatyti antr\u0105j\u0105, tre\u010di\u0105j\u0105 ir ketvirt\u0105j\u0105 fazes. Kontrnaratyvai gali b\u016bti parengti i\u0161 anksto, dar prie\u0161 atsirandant absurdi\u0161kiems ir konspirologiniams prane\u0161imams. Auditorijos \u012fsp\u0117jimas apie b\u016bsimas manipuliacijos technikas pasirodo es\u0105s veiksmingesnis nei v\u0117lesnis paneigimas.\r\n\r\nTarpvalstybinis koordinavimas reikalauja regioninio atsako. Baltarusijos ir Rusijos bendradarbiavimas rodo, kad b\u016btina stiprinti Baltijos \u0161ali\u0173 ir Lenkijos bendradarbiavim\u0105 informacinio saugumo srityje. Bendr\u0173 steb\u0117jimo sistem\u0173 suk\u016brimas leis anksti aptikti koordinuotas kampanijas. Koordinuotas kontrprane\u0161imas padidins atsakom\u0173j\u0173 priemoni\u0173 veiksmingum\u0105. Bendras fakt\u0173 tikrintoj\u0173 ir \u017eurnalist\u0173 rengimas pagerins manipuliacij\u0173 demaskavimo kokyb\u0119.\r\n\r\nPlatform\u0173 politika turi b\u016bti atnaujinta, kad b\u016bt\u0173 galima veiksmingai kovoti su koordinavimu. Laikin\u0173 sinchronizacij\u0173 aptikimas gali automati\u0161kai nustatyti \u012ftartinus publikacij\u0173 klasterius. Tarpvalstybin\u0117 tinklo analiz\u0117 leis steb\u0117ti koordinavim\u0105 tarp \u0161altini\u0173 i\u0161 skirting\u0173 \u0161ali\u0173. Valstybini\u0173 ir priva\u010di\u0173 kanal\u0173 ry\u0161i\u0173 steb\u0117jimas atskleis naratyv\u0173 patvirtinimo ciklus. Politika, nukreipta prie\u0161 koordinuot\u0105 neautenti\u0161k\u0105 elges\u012f, turi b\u016bti pritaikyta prie nauj\u0173 koordinavimo form\u0173.\r\n\r\nKovai su absurdo technika reikalingi specializuoti metodai. Tradicinis fakt\u0173 tikrinimas, sutelkiantis d\u0117mes\u012f \u012f konkre\u010di\u0173 teigini\u0173 paneigim\u0105, pasirodo es\u0105s nepakankamas kovai su absurdo technika. B\u016btina demaskuoti pa\u010di\u0105 technik\u0105 kaip manipuliacin\u012f metod\u0105, paai\u0161kinant auditorijai jos mechanizm\u0105. Istorini\u0173 pavyzd\u017ei\u0173, kai \u0161i technika buvo naudojama daugeliu atvej\u0173, demonstravimas rodo jos sisteming\u0105 pob\u016bd\u012f. Metakritika, t. y. manipuliacijos metodo kritika, o ne gin\u010das d\u0117l teiginio esm\u0117s, sunaikina \u0161ios technikos veiksmingum\u0105. Auditorijos \u0161vietimas apie manipuliacijos b\u016bdus sukuria ilgalaik\u012f stabilum\u0105.\r\n\r\nGr\u0117sm\u0117s demokratiniam diskursui reikalauja rimto d\u0117mesio. Sisteminis \u012frodym\u0173 nuvertinimas sukuria epistemologin\u012f u\u017edarum\u0105, kai did\u017eioji dalis auditorijos yra \u012fsitikinusi, kad niekas negali b\u016bti \u012frodymu. Tai sukelia tyrim\u0173 beprasmi\u0161kumo jausm\u0105 ir motyvacijos rinkti ir pateikti \u012frodymus silpninim\u0105. Susiformuoja visuomen\u0117s cinizmas, kai visi \u012frodymai a priori laikomi suklastotais ar sufabrikuotais.\r\nPrevencin\u0117 dezinformacija yra ypa\u010d pavojinga. Naratyv\u0173 k\u016brimas prie\u0161 fakt\u0173 pasirodym\u0105 \u012fskiepia auditorijai nepasitik\u0117jim\u0105 b\u016bsimais \u012frodymais. Savaimin\u0117s prana\u0161yst\u0117s sukuria iliuzij\u0105, kad pradiniai sp\u0117jimai buvo teisingi. Kontrol\u0117, kaip pateikiami \u012fvykiai iki j\u0173 oficialaus paskelbimo, lemia fakt\u0173 interpretacij\u0105 did\u017eiajai auditorijos daliai.\r\n\r\nTarpvalstybinis koordinavimas be centralizuotos kontrol\u0117s rodo didel\u012f stabilum\u0105. Vieningo atsisakymo ta\u0161ko nebuvimas padaro sistem\u0105 gyvybingesn\u0119. Geb\u0117jimas prisitaikyti stebint ir koreguojant padidina efektyvum\u0105. Valstybinio ir priva\u010diojo sektori\u0173 integracija sukuria naratyv\u0173 legitimavimo ciklus.\r\n\r\nAlgoritminis koordinuoto \u012fsitraukimo stiprinimas i\u0161naudoja pagrindinius socialini\u0173 platform\u0173 mechanizmus. Dirbtiniai populiarumo signalai per koordinuotus \u201epatinka\u201c ir komentarus apgauna rekomendacines sistemas. Manipuliavimas algoritmais lemia tai, kad organiniai vartotojai mato turin\u012f su i\u0161 anksto \u012fkeltomis teigiamomis ar neigiamomis reakcijomis, o tai daro \u012ftak\u0105 j\u0173 suvokimui.\r\n\r\nRekomendacijos \u012fvairioms suinteresuotosioms \u0161alims kyla i\u0161 atlikto analiz\u0117s. Tyr\u0117jai tur\u0117t\u0173 kurti pavyzd\u017ei\u0173 bibliotekas, kad gal\u0117t\u0173 i\u0161 anksto aptikti manipuliacin\u0117s kampanijas, kurti tarpvalstybines informacin\u0117s erdv\u0117s steb\u0117jimo sistemas, kurti mokymo programas, skirtas absurdo technik\u0173 atpa\u017einimui, ir atvirai dalytis duomen\u0173 rinkiniais, kad i\u0161vados b\u016bt\u0173 nepriklausomai patikrintos.\r\n\r\nSocialini\u0173 tinkl\u0173 platformos turi diegti laikino publikacij\u0173 sinchronizavimo aptikimo sistemas, pa\u017eym\u0117ti koordinuot\u0105 absurdo k\u016brim\u0105 kaip manipuliacijos form\u0105, steb\u0117ti tarpvalstybinius vie\u0161ojo ir priva\u010diojo sektori\u0173 tinklus ir skelbti skaidrumo ataskaitas apie aptiktas informacines operacijas.\r\nVyriausyb\u0117s turi kurti incident\u0173 prevencijos strategijas, o ne apsiriboti paneigimu po fakto, stiprinti regionin\u012f bendradarbiavim\u0105 informacinio saugumo srityje, remti nepriklausomas fakt\u0173 tikrinimo organizacijas ir ugdyti auditorijos atsparum\u0105 per \u017einiasklaidos ra\u0161tingumo programas.\r\n\r\n\u017durnalistai turi demaskuoti manipuliacijos technik\u0105, o ne apsiriboti konkretaus turinio paneigimu, pateikti istorin\u0119 kontekst\u0105, kaip pavyzd\u017eiai buvo naudojami ankstesniais atvejais, pabr\u0117\u017eti \u012frodym\u0173 specifi\u0161kum\u0105 ir konkretum\u0105 bei susilaikyti nuo absurdi\u0161k\u0173 naratyv\u0173 stiprinimo juos nekriti\u0161kai transliuojant.\r\n\r\nAuditorija turi i\u0161mokti atpa\u017einti i\u0161ankstinius naratyvus, pavyzd\u017eiui, \u201ejie apkaltins X\u201c, abejoti bendru \u012frodym\u0173 atmetimu, tikrinti turin\u012f d\u0117l absurdo pavyzd\u017ei\u0173 buvimo ir taikyti kry\u017emin\u012f informacijos patikrinim\u0105 i\u0161 daugelio nepriklausom\u0173 \u0161altini\u0173.\r\nTai ypa\u010d aktualu Baltijos ir Lenkijos regionui. Geografinis artumas daro Lenkij\u0105 ir Baltijos \u0161alis informacinio konflikto priekin\u0117s linijos dalimi. Kritin\u0117 transporto mar\u0161rut\u0173, \u012fskaitant gele\u017einkelio infrastrukt\u016br\u0105 NATO logistikai, svarba daro juos tik\u0117tinais b\u016bsim\u0173 informacini\u0173 operacij\u0173 tikslais. Istoriniai pavyzd\u017eiai rodo, kad tos pa\u010dios technikos bus taikomos ir b\u016bsimuose incidentuose. Aptiktas Baltarusijos ir Rusijos koordinavimas rodo platesn\u012f bendradarbiavim\u0105, apimant\u012f daugel\u012f sri\u010di\u0173.\r\n\r\nGr\u0117sm\u0117s regionui lygis vertinamas kaip vidutinis-auk\u0161tas, atsi\u017evelgiant \u012f pana\u0161ias operacijas, nukreiptas prie\u0161 Baltijos \u0161ali\u0173 gele\u017einkeli\u0173 infrastrukt\u016br\u0105, Lenkijos ir Ukrainos logistik\u0105, NATO tiekimo mar\u0161rutus ir kritin\u0119 infrastrukt\u016br\u0105 apskritai.\r\n\r\nBaigiamosiose mintyse pabr\u0117\u017eiamos kelios pagrindin\u0117s \u0161iuolaikinio informacinio karo charakteristikos. Ji yra prevencin\u0117, o ne reaktyvi, leid\u017eianti formuoti \u012fvyki\u0173 suvokim\u0105 dar prie\u0161 jiems \u012fvykstant. Ji yra koordinuojama tarpvalstybiniu mastu, o ne apsiriboja viena \u0161alimi, kurdama sud\u0117tingus \u012ftakos tinklus. Ji yra pagr\u012fsta stabiliais modeliais, o ne spontani\u0161ka, demonstruodama institucin\u012f mokym\u0105si. Ji yra pastebima, o ne nematoma, o tai sudaro galimybes jai prie\u0161intis.\r\n\r\nKeturi\u0173 fazi\u0173 strukt\u016bra, Baltarusijos ir Rusijos koordinavimas ir absurdo technika yra sistemingi ir nusp\u0117jami rei\u0161kiniai. B\u016btent nusp\u0117jamumas tampa sistemos pa\u017eeid\u017eiamumu. \u017dinant modelius, galima parengti prie\u0161prie\u0161ines strategijas iki incident\u0173 atsiradimo, reaktyvi\u0105 prie\u0161prie\u0161\u0105 paver\u010diant proaktyvia.\r\n\r\nDuomenimis pagr\u012fstas analiz\u0117 yra kriti\u0161kai svarbi siekiant sukurti \u012frodymais pagr\u012fst\u0105 politik\u0105, sukurti veiksming\u0105 kontrprane\u0161im\u0105, u\u017etikrinti platform\u0173 atskaitingum\u0105 ir didinti visuomen\u0117s informuotum\u0105 apie manipuliacijos technikas. Be sistemingo steb\u0117jimo ir grie\u017etos analiz\u0117s informacin\u0117 erdv\u0117 lieka pa\u017eeid\u017eiama manipuliacijoms.\r\n\r\nTyrim\u0173 metod\u0173 skaidrumas, rezultat\u0173 atkuriamumas ir tarptautinis bendradarbiavimas kei\u010diantis duomenimis ir atradimais yra raktas \u012f demokratini\u0173 visuomeni\u0173 informacin\u0117s erdv\u0117s tvarum\u0105.","_lt_post_name":"poland_train_sabotage","_lt_post_excerpt":"","_lt_post_title":"Keturios koordinuotos dezinformacijos faz\u0117s: kaip Rusijos ir Baltarusijos \u201eTelegram\u201c kanalai reagavo \u012f sabota\u017e\u0105 Lenkijoje","edit_language":"eng","footnotes":""},"categories":[7,3,1],"tags":[],"_links":{"self":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/posts\/4326"}],"collection":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/comments?post=4326"}],"version-history":[{"count":4,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/posts\/4326\/revisions"}],"predecessor-version":[{"id":4332,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/posts\/4326\/revisions\/4332"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/media\/4327"}],"wp:attachment":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/media?parent=4326"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/categories?post=4326"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/tags?post=4326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}