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5 or more confirmed plague cases in Irkutsk Oblast before November 1, 2026
2%
Agent
7%
Market Price
-4.5%
Edge
86%
Confidence
42,316
Volume
2.0c
Spread
15
Days to resolution
3
Markets in event
final rationale
Mean of 2 draws (0.03, 0.03). (0) Not resolved. Rospotrebnadzor, per secondary reports and the WHO DON620 of Oct 10, has confirmed zero plague cases. The single death is officially labelled 'pneumonia of undetermined etiology', which the rules exclude. (a) About 15 days remain until the Nov 1 cutoff, and later backdated reports do not count. (b) If nothing changes, the count stays at 0 and the market resolves No. (c) No path: the official line holds, with quarantines lifted Oct 8, about 200 contacts cleared after 7-day monitoring, 5,000+ negative tests, and the state labelling plague claims 'fake'. The pneumonic incubation window from the last exposure (Oct 2) has long passed. (d) Yes path: Russia reverses and confirms Y. pestis in the index case, and at least 4 more confirmed infections appear from a hidden lab exposure or a natural focus, all officially confirmed before Nov 1. No source shows any precursor to this. The Kalshi anchor is 7% (bid 3/ask 5), but it is thin and incoherent: on Oct 13, '5 or more' was priced above '2 or more' at 2%. That suggests the true value sits near the bottom of the spread. Given the base rate of essentially no multi-case plague clusters in Irkutsk and the hardened official denial, I price Yes at about 2%.
price vs. prediction
market price
agent forecast at t+0
2 follow-ups
re-scan context
This market has been scanned before. Previous predictions:
| date | predicted | market price | confidence |
|---|---|---|---|
| 2026-10-06 | 6% | 23% | 73% |
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
kalshi_direct
resolution_source
kalshi_related
gdelt_news
wikipedia
Planner reasoning
This is a niche Russian public-health count question, so the Kalshi price is the main anchor. The resolution source is Rospotrebnadzor's own announcements. The Irkutsk regional office (38.rospotrebnadzor.ru) could also be checked for already-confirmed October cases. Human plague in Irkutsk is historically near zero, so Wikipedia's plague-in-Russia background and GDELT coverage of any current outbreak in foreign or Russian news add base-rate and current-state signal. Related Kalshi markets in the same series show the price ladder across the other thresholds.
2. Research parallel tool calls + 4 web research loops (Sonnet 5.5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports)
Tools
- kalshi_direct: ## This Market's Kalshi Data **5 or more** (KXPLAGUECOUNT-26NOV01-A5) - Current price (probability): 7.00% (live; bid 3% / ask 5%) - 7-day price change: -2.00% - 30-day price change: -6.00% - Average daily volume: 4232 contracts - Price range: 1.00% - 16.00% - Data points: 10 days
- resolution_source: already_resolved=unclear; matches_criteria=False; last_updated=2026-10-09 (approximately; the latest secondary report is about 7 days old). Rospotrebnadzor has not confirmed any human plague cases in Irkutsk Oblast. Its October 4, 2026 statement called the death of a 28-year-old worker at the Irkutsk Anti-Plague Institute 'pneumonia of undetermined etiology' and said no plague bacillus was found i
- kalshi_related: 0 related markets / summaries. series KXPLAGUECOUNT: 0 markets (skipped 3 no-signal) | keyword 'plague': no matches
- gdelt_news: GDELT: 30 articles across 3 queries (lookback=60d). 'plague Irkutsk': 15 hits | 'чума Иркутская область': 0 hits | 'Rospotrebnadzor plague case': 15 hits
- wikipedia: Fetched 2 Wikipedia entries (0 missing pages).
Research loops, bottom lines
- current state: As of 2026-10-16, Rospotrebnadzor has officially confirmed zero plague cases in Irkutsk Oblast. The single death is labelled pneumonia of undetermined etiology, which the rules exclude. All contacts were cleared and quarantines lifted on 8 Oct. Reaching 5 confirmed cases before 1 Nov would need several new, officially confirmed infections, and none were reported as of today.
- base rate: The outside view points strongly to NO. Irkutsk has no recent history of multi-case plague, there is one disputed death with zero positive contacts, and Rospotrebnadzor has closed the case without naming plague. A YES would need several new officially confirmed Yersinia pestis cases within about two weeks, and the contagion window has already passed.
- yes case: The strongest YES case rests only on unresolved uncertainty. The cause of death is unconfirmed, Russia's reporting is opaque, and WHO cannot exclude a laboratory exposure. Reaching 5 officially confirmed cases would need an unprecedented reversal plus at least 4 new infections, and no source shows either.
- no case: Official zero confirmed, a closed contact cohort with negative tests, a state line that denies plague, and a rules wording that excludes undetermined pneumonia and anything after 1 Nov all point to NO. YES would need an unprecedented reversal plus four or more new officially confirmed cases in about two weeks.
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| kalshi_direct | OK | 0.2s | 1 | ## This Market's Kalshi Data **5 or more** (KXPLAGUECOUNT-26NOV01-A5) - Current price (probability): 7.00% (live; bid 3% / ask 5%) - 7-day price change: -2.00% - 30-day price change: -6.00% - Average daily volume: 4232 contracts - Price range: 1.00% - 16.00% - Data points: 10 days |
| resolution_source | OK | 129.0s | 1 | already_resolved=unclear; matches_criteria=False; last_updated=2026-10-09 (approximately; the latest secondary report is about 7 days old). Rospotrebnadzor has not confirmed any human plague cases in Irkutsk Oblast. Its October 4, 2026 statement called the death of a 28-year-old worker at the Irkuts |
| kalshi_related | OK | 1.3s | 0 | 0 related markets / summaries. series KXPLAGUECOUNT: 0 markets (skipped 3 no-signal) | keyword 'plague': no matches |
| gdelt_news | OK | 184.6s | 30 | GDELT: 30 articles across 3 queries (lookback=60d). 'plague Irkutsk': 15 hits | 'чума Иркутская область': 0 hits | 'Rospotrebnadzor plague case': 15 hits |
| wikipedia | OK | 1.1s | 2 | Fetched 2 Wikipedia entries (0 missing pages). |
research loops
·
4/4 ok ·
17 searches ·
4 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 17s | 4 | 0 | 3953 chars |
| base rate | OK | 61s | 4 | 0 | 4139 chars |
| yes case | OK | 20s | 4 | 2 | 4815 chars |
| no case | OK | 26s | 5 | 2 | 5185 chars |
report: current state
- [2026-10-02] A 28-year-old Irkutsk Anti-Plague Research Institute employee (named by media as Daria Shipilova) died at Shelekhov hospital. Media said pneumonic plague was suspected. The WHO says she was hospitalised on 29 Sept. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-04] Rospotrebnadzor gave the diagnosis as "pneumonia of unknown aetiology". It said testing found no microorganisms tied to her work, the institute reported no lab accident, and the situation in Irkutsk and Shelekhov was stable. Plague has not been officially confirmed. https://www.euronews.com/2026/10/04/has-plague-returned-to-siberia-panic-in-russia-after-death-of-lab-worker
- [2026-10-06] Russia's IHR focal point told the WHO that no plague case had been registered recently in Irkutsk Oblast. It said contacts tested negative for high-threat pathogens. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-08] Governor Kobzev said the anti-epidemic measures were over and quarantines were lifted. Nobody among the ~200 contacts fell ill. No new infectious cases were registered in the city or oblast. Nearly 5,000 lab tests found no dangerous pathogens. https://www.svoboda.org/a/v-irkutske-i-oblasti-snyali-karantiny-nikto-ne-zabolel-chumoy/33873005.html
- [2026-10-08] Rospotrebnadzor said two commissions found no biosafety accidents at the institute. It said there is no epidemic risk for the population. https://www.vedomosti.ru/society/articles/2026/10/08/1235223-chto-znachat-vspishki-sluhov-o-chume
- [2026-10-08] Rospotrebnadzor called reports of a second case fake, and the observation of all contacts ended (per the tracker plagueintel.com, an independent aggregator, not an official source). https://plagueintel.com/irkutsk-2026
- [2026-10-10] WHO Disease Outbreak News (DON620) is titled "Pneumonia of undetermined etiology". WHO says it has no information identifying the cause. Per the tracker, WHO said a laboratory-associated exposure "cannot be fully excluded". WHO advises no travel or trade restrictions. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-06] WHO's initial risk assessment was moderate to low for Irkutsk, low for Russia and very low for the WHO European region. WHO said none of the contacts had symptoms. https://news.un.org/en/story/2026/10/1168533
- [2026-10-15] The plagueintel tracker was last updated 15 Oct. It shows 1 death, 197 contacts, 0 plague-positive contacts, and no confirmed plague case. Its last known exposure date is 2 Oct, and it says the monitoring window passed without a confirmed case. https://plagueintel.com/irkutsk-2026
- [2026-10-15] Russian media coverage still describes the ~5,000 negative tests and the absence of new linked illnesses. It reports no new cases. https://pronedra.ru/chumu-v-irkutske-iskali-pochti-v-pyati-tysyachah-analizov-rospotrebnadzor-raskryl-rezultaty-posle-rezonansnoj-smerti-sotrudniczy-835389.html
- [2026-10-04] Some outlets (Baikal24, Moscow Times) headlined plague as "confirmed" or reported it as fact. These were media or Telegram reports and were not confirmed by Rospotrebnadzor. Buryatia's governor first linked the death to plague, then softened the wording. https://baikal24.ru/text/04-10-2026/001/
BOTTOM LINE: As of 2026-10-16, Rospotrebnadzor has officially confirmed zero plague cases in Irkutsk Oblast. The single death is labelled pneumonia of undetermined etiology, which the rules exclude. All contacts were cleared and quarantines lifted on 8 Oct. Reaching 5 confirmed cases before 1 Nov would need several new, officially confirmed infections, and none were reported as of today.
NOT FOUND: Any Rospotrebnadzor confirmation of plague in Irkutsk Oblast in Oct 2026. Any second case or new suspected case after 8 Oct. Any scheduled event before 1 Nov that bears on the count. I did not read the Rospotrebnadzor page itself, whose URL is cited in the WHO DON.
report: base rate
- [2026-10-10] WHO Disease Outbreak News: a Russian institute employee died on 2 Oct after severe pneumonia. Russia told WHO that no plague case had been registered recently in Irkutsk Oblast, and that contact testing found no high-threat pathogens. WHO advises no travel or trade restrictions. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-08] Rospotrebnadzor ended observation of all contacts and called reports of a second case fake. The governor lifted the quarantine. Independent tracker plagueintel.com (updated 15 Oct) shows 1 death, 197 contacts, 0 plague-positive contacts, and no lab result or pathogen published. https://plagueintel.com/irkutsk-2026
- [2026-10-09] Rospotrebnadzor reported almost 5,000 lab tests (later 5,500+) with no dangerous pathogens found. Over 90% of contacts had finished observation by 7 Oct. https://pronedra.ru/chumu-v-irkutske-iskali-pochti-v-pyati-tysyachah-analizov-rospotrebnadzor-raskryl-rezultaty-posle-rezonansnoj-smerti-sotrudniczy-835389.html
- [2026-10-14] PBS: about 10 days after the death there were no confirmed secondary cases. An expert said the window for a fast-spreading cluster "has basically passed". https://www.pbs.org/newshour/health/does-a-russian-lab-workers-death-carry-pandemic-risk-experts-say-its-unlikely-with-one-caveat
- [2026-10-15] Think Global Health: the governor declared the pneumonia "community-acquired" on 8 Oct with no new lab result. Russia has a history of opaque reporting. Together with the official denial, this makes an official plague confirmation structurally unlikely. https://www.thinkglobalhealth.org/article/russias-suspected-plague-incident-and-the-limits-of-disease-reporting
- [2026-10-13] Kalshi sibling market (same event, same rules, snapshot 13 Oct). "1 or more" was 5% (Yes 7¢), "2 or more" 2%, "5 or more" 7% (Yes 5¢). The 5-or-more figure is above the 2-or-more figure, which is incoherent and suggests thin liquidity. Volume was about $60k. https://kalshi.com/markets/kxplaguecount/plague-cases/kxplaguecount-26nov01
- [2026-10-06] Kalshi snapshot ~10 days before 16 Oct (search result, stale): the "1 or more" line showed 53%, with a headline row of 55/40/13. It has since collapsed to about 5%. https://kalshi.com/markets/kxplaguecount/plague-cases/kxplaguecount-26nov01
- [2026-10-06] Kalshi sibling market "Will Russia name the pathogen in the Irkutsk case this month" showed 32% (snapshot about 10 days old, stale). A named non-plague pathogen would not count toward this contract. https://kalshi.com/markets/kxirkutskpathogen/irkutsk-lab-worker-pneumonia-pathogen/kxirkutskpathogen-26oct
- Reference class (background knowledge, not verified in this session): Russia reports very few human plague cases. Natural-focus cases appear in Altai, Tuva and Kalmykia every few years, usually 0–2 per case, and none are known to me from Irkutsk Oblast. Confirmed clusters of 5 or more in one oblast within a single month have essentially no recent Russian precedent. Laboratory-acquired plague cases are historically isolated, and secondary pneumonic spread is rare when contacts are monitored.
- [2026-10-02] CNN and the Moscow Times: media (Shot, Lyudi Baikala) and the Buryatia governor claimed plague. Official sources never confirmed it, and Rospotrebnadzor says the cause was undetermined pneumonia. Under the rules, "pneumonia of undetermined etiology" does not count, and only Rospotrebnadzor confirmation counts. https://www.cnn.com/2026/10/06/world/russian-plague-outbreak-what-we-know-intl
BOTTOM LINE: The outside view points strongly to NO. Irkutsk has no recent history of multi-case plague, there is one disputed death with zero positive contacts, and Rospotrebnadzor has closed the case without naming plague. A YES would need several new officially confirmed Yersinia pestis cases within about two weeks, and the contagion window has already passed.
NOT FOUND: any official Rospotrebnadzor confirmation of a plague case in Irkutsk Oblast in 2026. Any report of new cases after 8 Oct. Verified historical counts of Irkutsk plague cases. Other venues' markets (Polymarket, Metaculus).
report: yes case
YES means: Rospotrebnadzor officially confirms at least 5 human Yersinia pestis infections in Irkutsk Oblast, with the confirmations made after issuance and before 1 Nov 2026.
All evidence below was checked on pages I fetched or in search snippets. I found nothing showing a confirmed case.
- [2026-10-10] The WHO DON620 text, which I fetched, says WHO has no confirmed diagnosis for the dead worker. WHO "is not in a position to independently assess" whether the monitoring period was long enough to exclude all plausible causes. It also says a laboratory-associated exposure "cannot be fully excluded". This is the only official opening for a later reclassification to plague. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-10] The DON gives the monitoring design behind the Oct 8 "all clear". Contacts got daily lab testing and medical observation for 7 days. Russia's reply says the contacts' only findings were 2 COVID, 3 rhinovirus and 1 Haemophilus. If a secondary cluster existed, it could show up only after the 7-day window. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-10] Russian authorities said the dead worker was vaccinated against the pathogens she worked with. They also said she had not left Irkutsk Oblast in the two weeks before symptom onset. Both claims come from Russia and are unverified. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-14] Think Global Health (Judy Twigg) says the governor relabelled the pneumonia "community-acquired" on Oct 8 with no new lab result. It says Russia has a history of reclassifying deaths and of not naming independent investigators. It adds that the two inquiries' findings are not public. The same record also cuts against YES, because Russia has an incentive to under-report and has no obligation to disclose. https://www.thinkglobalhealth.org/article/russias-suspected-plague-incident-and-the-limits-of-disease-reporting
- [2026-10-14] The same article says Russia reported natural plague quickly in the past, for example the 2016 Altai boy with bubonic plague. A confirmation is therefore possible for a natural case in a rodent focus, but only if one occurred. https://www.thinkglobalhealth.org/article/russias-suspected-plague-incident-and-the-limits-of-disease-reporting
- [2026-10-14] Pronedra says that as of Oct 14 the authorities still give no public explanation of what infection caused the fatal pneumonia. The cause remains unexplained. https://pronedra.ru/smert-sotrudniczy-protivochumnogo-instituta-v-irkutske-vstrevozhila-mir-pochemu-prichina-bolezni-ostayotsya-zagadkoj-835238.html
- [2026-10-04] The regional outlets Baikal24 and Sever138 headlined plague as "confirmed by official regional authorities". Baikal24 repeats the claim in the Oct 4 article, and Sever138's version is dated Oct 3. These are the only "confirmed" claims I found. They name a single death, not 5, and Rospotrebnadzor never endorsed them. They do not meet the rules. https://baikal24.ru/text/04-10-2026/001/
- [2026-10-08] Meduza and Moscow Times reporting from locals (the Moscow Times piece is dated Oct 8) says rumours started on Oct 2 from Telegram and local outlets. Rospotrebnadzor called the "second case" reports fake on Oct 8 (also reported by CNN, Oct 7). No named second patient has surfaced. https://www.themoscowtimes.com/2026/10/08/regions-calling-in-irkutsk-locals-ask-what-plague-a93886
Single most likely path to YES, with prerequisites. All of these would have to happen together, and I found no sign of any:
1. Russia reverses its position and confirms Y. pestis as the cause of the Sept 29–Oct 2 illness. That counts as 1 case, and the rules allow posthumous confirmation.
2. At least 4 more people are infected and each is confirmed by Rospotrebnadzor before Nov 1. They would come from undetected secondary transmission, a laboratory exposure that infected several staff, or natural-focus cases.
3. The 7-day contact monitoring would have had to miss them, and Russia would have to publicly drop its "no plague" line.
I found no source suggesting any of the prerequisites in steps 2 and 3 is under way.
BOTTOM LINE: The strongest YES case rests only on unresolved uncertainty. The cause of death is unconfirmed, Russia's reporting is opaque, and WHO cannot exclude a laboratory exposure. Reaching 5 officially confirmed cases would need an unprecedented reversal plus at least 4 new infections, and no source shows either.
NOT FOUND: Any Rospotrebnadzor confirmation of plague in Irkutsk Oblast. Any named second patient or new suspected case after Oct 8. Any published lab result naming the pathogen. Any natural-focus human plague case in Irkutsk Oblast in 2026. Any scheduled event before Nov 1 that would change the count.
report: no case
YES means: Rospotrebnadzor confirms at least 5 human Yersinia pestis plague cases in Irkutsk Oblast, counting only confirmations made after issuance and before 1 Nov 2026.
- [2026-10-10] The WHO DON620 text says the deceased worker's illness has no confirmed etiology. Russia's report to WHO said the patient and all contacts were tested for plague and other pathogens, with negative results for high-threat pathogens. The only positives among contacts were 2 COVID-19, 3 rhinovirus and 1 Haemophilus. The report said 7 days of observation with daily lab testing was completed for all contacts. Even index-case plague is therefore officially denied, so a count of 5 would need five new confirmations. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-10] The DON says Russia reported no other healthcare facility was quarantined or subjected to extra measures, contrary to media reports. It also says no further severe pneumonia cases were linked to the case. Russia states there are no secondary cases in a closed contact group. The window for secondary pneumonic plague infection (incubation of about 1–6 days) has run past the last known exposure of 2 Oct. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
- [2026-10-10] Russia told WHO the worker had not travelled outside Irkutsk Oblast in the 2 weeks before symptom onset. This weakens a "natural focus" route. The Moscow Times (updated 16 Oct) says the Buryatia governor said there are no plague outbreaks in Buryatia, including along the Mongolian border. I found no Irkutsk-specific natural-focus or endemic-case source. https://www.themoscowtimes.com/2026/10/08/regions-calling-in-irkutsk-locals-ask-what-plague-a93886
- [2026-10-04] A regional Rospotrebnadzor office "officially refuted" plague. It said no other staff had sought medical care for the previous 10 days, and that tests of the worker's samples found no work-related microorganisms. https://tkgorod.ru/news/rospotrebnadzor-oproverg-zarazhenie-chumoi-pod-irkutskom-a-soobshcheniia-o-massovom-karantine-v-bolnitsakh-okazalis-feikom-54732/
- [2026-10-04] A Rossiyskaya Gazeta item cites Rospotrebnadzor testing results of two COVID-19 and two rhinovirus cases among contacts. It reports "no pathogens of other infectious diseases". https://rg.ru/2026/10/04/v-rospotrebnadzore-zaiavili-ob-otsutstvii-chumy-v-gorodah-irkutskoj-oblasti.html
- [2026-10-12] Russian state fact-check material (voinasfakes.rf, ~12 Oct) labels claims of plague spreading to five more regions a "fake". It calls the event a single case of community-acquired pneumonia of undetermined etiology, and says Rospotrebnadzor denies any new infections. This shows the official line is hardened and communicated through state channels. A reversal to confirming plague, let alone 5 cases, would contradict that line. https://xn--80aaenqccitej3b1b.xn--p1ai/civil/fejk-chuma-rasprostranilas-za-predely-irkutska-stalo-izvestno-o-sluchajah-zabolevanija-eshhe-v-pjati-regionah/
- [2026-10-08] Roskomnadzor threatened to block media that do not remove "fakes" about the Irkutsk situation, per Interfax via the plaguealert tracker. The state is suppressing the plague narrative, which lowers the chance of an official confirmation. https://plaguealert.com/
- [2026-10-16] The Moscow Times page, modified 16 Oct, still describes the matter as unconfirmed. It reports locals saying life is normal and that Rospotrebnadzor concluded its measures with more than 90% of contacts observed and 5,000 tests with no dangerous pathogens. It carries no report of new cases. https://www.themoscowtimes.com/2026/10/08/regions-calling-in-irkutsk-locals-ask-what-plague-a93886
- [2026-10-07] The Moscow Times reports the first and only Russian official to use the word "plague" was the Buryatia governor, and that he called it only "possibly". This is not a Rospotrebnadzor confirmation, which the rules require. Even the WHO DON describes the Irkutsk event as undetermined pneumonia, not plague. https://www.themoscowtimes.com/2026/10/07/us-embassy-urges-citizens-to-leave-russia-over-siberian-plague-suspicions-a93899
- [2026-10-10] The rules exclude suspected cases and "pneumonia of undetermined etiology". Rospotrebnadzor's own label is pneumonia, so even a posthumous reclassification of the index death would give at most 1 case. Reaching 5 needs four or more further cases confirmed in under 15 days. Cases reported after 1 Nov do not count, even if backdated. https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON620
BOTTOM LINE: Official zero confirmed, a closed contact cohort with negative tests, a state line that denies plague, and a rules wording that excludes undetermined pneumonia and anything after 1 Nov all point to NO. YES would need an unprecedented reversal plus four or more new officially confirmed cases in about two weeks.
NOT FOUND: Any Rospotrebnadzor statement confirming plague in Irkutsk Oblast. Any new suspected or confirmed case after 8 Oct. Any source reporting a natural-focus plague case in Irkutsk Oblast in 2026. Any published lab result naming the pathogen. The Rospotrebnadzor primary page itself.
3. Forecasters 2 draws · Opus 5.5 + GPT · plain mean
claude-opus-5-5 · high effort
86% conf
| Yes | 2% |
| No | 98% |
(0) Not resolved. Rospotrebnadzor, per secondary reports and the WHO DON620 of Oct 10, has confirmed zero plague cases. The single death is officially labelled 'pneumonia of undetermined etiology', which the rules exclude. (a) About 15 days remain until the Nov 1 cutoff, and later backdated reports do not count. (b) If nothing changes, the count stays at 0 and the market resolves No. (c) No path: the official line holds, with quarantines lifted Oct 8, about 200 contacts cleared after 7-day monitoring, 5,000+ negative tests, and the state labelling plague claims 'fake'. The pneumonic incubation window from the last exposure (Oct 2) has long passed. (d) Yes path: Russia reverses and confirms Y. pestis in the index case, and at least 4 more confirmed infections appear from a hidden lab exposure or a natural focus, all officially confirmed before Nov 1. No source shows any precursor to this. The Kalshi anchor is 7% (bid 3/ask 5), but it is thin and incoherent: on Oct 13, '5 or more' was priced above '2 or more' at 2%. That suggests the true value sits near the bottom of the spread. Given the base rate of essentially no multi-case plague clusters in Irkutsk and the hardened official denial, I price Yes at about 2%.
claude-opus-5-5 · high effort
85% conf
| Yes | 2% |
| No | 98% |
(0) Resolution check: the condition is not met. Rospotrebnadzor has officially confirmed zero plague cases in Irkutsk Oblast. It classifies the single death on Oct 2 as 'pneumonia of undetermined etiology', which the rules explicitly exclude. WHO DON620 (Oct 10) and the plagueintel tracker (updated Oct 15) both show no confirmed case. (a) About 15 days remain until the Nov 1 cutoff, and confirmations reported after Nov 1 do not count even if backdated. (b) Status quo: the count stays at 0. All ~197 contacts completed 7-day monitoring with daily testing and were negative for high-threat pathogens. Quarantines were lifted Oct 8, and roughly 5,000–5,500 lab tests found nothing dangerous. (c) NO scenario: nothing new happens and the official line holds. That line has hardened through state fact-check channels and Roskomnadzor threats against 'fakes', so the count stays at 0. (d) YES scenario: Russia reverses and confirms Y. pestis in the index case, and at least four further infections, from a missed cluster, a lab exposure or a natural focus, are officially confirmed within two weeks. The secondary-transmission window has passed and there is no precedent for this. The Kalshi anchor is 7% last trade with a 3/5 bid/ask, so the midpoint is about 4%. Sibling-market pricing was incoherent, with '5 or more' above '2 or more', which points to thin, noisy quoting rather than information. I shade below the market to about 2%, leaving a small tail for Russian opacity and a surprise reversal.
4. Final plain mean of 2 draws
2%
(86% confidence)
Yes: 2%
No: 98%
Mean of 2 draws (0.03, 0.03). (0) Not resolved. Rospotrebnadzor, per secondary reports and the WHO DON620 of Oct 10, has confirmed zero plague cases. The single death is officially labelled 'pneumonia of undetermined etiology', which the rules exclude. (a) About 15 days remain until the Nov 1 cutoff, and later backdated reports do not count. (b) If nothing changes, the count stays at 0 and the market resolves No. (c) No path: the official line holds, with quarantines lifted Oct 8, about 200 contacts cleared after 7-day monitoring, 5,000+ negative tests, and the state labelling plague claims 'fake'. The pneumonic incubation window from the last exposure (Oct 2) has long passed. (d) Yes path: Russia reverses and confirms Y. pestis in the index case, and at least 4 more confirmed infections appear from a hidden lab exposure or a natural focus, all officially confirmed before Nov 1. No source shows any precursor to this. The Kalshi anchor is 7% (bid 3/ask 5), but it is thin and incoherent: on Oct 13, '5 or more' was priced above '2 or more' at 2%. That suggests the true value sits near the bottom of the spread. Given the base rate of essentially no multi-case plague clusters in Irkutsk and the hardened official denial, I price Yes at about 2%.
Pipeline Timing
Total pipeline time: 198.9s
Per-tool research timings shown in the Research section above.