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| Figure/Metric | Value | Source | Significance |
|---|---|---|---|
| Q1 2026 National Civilian Fatalities | 114 | ACLED | Establishes recent low-rate baseline for nationwide targeting. |
| Barsalogho Massacre Toll | 200-600 | ACLED/HRW | Historical maximum for a single regional event. |
| State/VDP Civilian Fatalities (2025) | 523 | ACLED | Demonstrates significant risk from pro-government actors. |
| JNIM/ISSP Civilian Fatalities (2025) | 339 | ACLED | Shows high insurgent-led fatality base rate. |
| Total National Fatalities (March 2026) | 158 | ACLED | Includes battles/explosions; provides context for overall violence level. |
My analysis of civilian fatalities in Burkina Faso’s Sahel and Centre-Nord regions for the June 1 to July 25, 2026, period is based on a convergence of recent data trends and reporting constraints.
First, I examined recent national-level data from Q1 2026. ACLED recorded 114 civilian fatalities nationwide across January (65), February (36), and March (13). This shows a marked downward trend in reported fatalities compared to 2025. Extrapolating this national quarterly rate to the 55-day target window results in a baseline of approximately 70 nationwide fatalities. Given that the Sahel and Centre-Nord regions are historically the most volatile but represent only a portion of the national total (estimated at 40-60%), the regional baseline expectation falls into the 30–50 range.
Second, I heavily weighted the impact of reporting suppression. In April and May 2026, the Burkinabè government dissolved over 300 civil society organizations and banned the country’s largest student union. Since ACLED relies on local networks, NGOs, and media reports, this “climate of terror” and systematic removal of monitoring groups likely lead to significant underreporting. Consequently, even if the actual level of violence remains constant or increases due to the launch of Operation WIBGA-2 in late April 2026, the ‘recorded’ number is biased toward lower values.
Third, I accounted for the persistent risk of “mass-casualty events.” Historically, these regions have seen spikes of 100–600 deaths in single incidents (e.g., Barsalogho in 2024, Djibo in 2025). The forecast includes a secondary component to reflect the chance of such a massacre occurring and being verified by the August 12 deadline. However, the dominant trend in early 2026 data and the severe information blackout suggest that the most likely outcome will fall near or just above the lower bound of 29.5 fatalities.
I concluded that while the conflict remains active, the specific metric (ACLED-recorded direct targeting fatalities) is likely to be lower than historical peaks due to the combination of a quieter Q1 2026 and the systemic dismantling of reporting infrastructure. This leads to a most likely prediction of 29.5 fatalities, with a 50% highest density interval between 29.5 and 64.5.
Question: how many ACLED-coded fatalities from direct targeting of civilians will occur in Burkina Faso’s Sahel + Centre‑Nord between 2026-06-01 and 2026-07-25 (published by 2026-08-12). Forecasters agree to anchor on a reconstructed June‑1–July‑25 historical series (2018–2025) that has recently been high (roughly 180–230 in 2021–25) but is highly overdispersed, so a negative‑binomial / fat‑tailed mixture is appropriate rather than a smooth daily-rate model. Key contextual signals—ACLED/ISS/Reuters/HRW reports of February–May 2026 campaigns, and chronic hotspots in Djibo/Soum (Sahel) and the Kaya/Sanmatenga/Namentenga axis (Centre‑Nord)—justify shifting the distribution modestly above the long‑run median while preserving a meaningful lower tail if no mass atrocity is coded. Forecasters emphasize that both jihadist and state/VDP violence matter for ACLED “violence against civilians” counts, that siege/convoy dependence raises exposure to discrete high‑fatality events, and that reporting suppression could delay or suppress some incidents (but high‑fatality events tend to surface). Resulting judgments place the median in the mid‑100s to high‑160s (example aggregated fits gave medians ~156–166), with tiny probability (~1–3%) of ≤30 and substantial probability (~39–40%) of exceeding 200 due to the plausible occurrence of one or two mass‑casualty events. Predictive emphasis should therefore track any large attacks/reprisals in late May–July, actor targeting language in reports, and ACLED/HRW/Reuters/AP updates ahead of the Aug. 12 publication.
Forecast: Probability distribution:
We are forecasting ACLED-recorded fatalities from events that directly target civilians (operationally, ACLED “Violence against civilians” / civilian-targeting concept) in Burkina Faso’s Sahel + Centre-Nord regions over a 55-day window (2026-06-01 to 2026-07-25), using the version available by 2026-08-12.
Across the analysts, the main disagreement is the baseline rate: two forecasts (F1/F4) implicitly assume that civilian-targeting deaths in these two regions are typically on the order of ~70–110 over ~2 months, while one (F3) anchors closer to ~110–130, and one (F2) appears to over-extrapolate from national figures and also has internal percentile/bound-handling issues.
Synthesis approach:
Result: median ~100, with wide uncertainty and a pronounced right tail; ~10–20% chance of exceeding 200.5 and a small (single-digit %) chance the total is below 30.
An amateur forecast would often (a) conflate total conflict fatalities with “direct targeting of civilians,” inflating the median, (b) ignore the strong right-skew from rare massacres and thereby understate the upper tail, and/or (c) mishandle the open upper bound by piling percentiles at 200.5 rather than placing them past-bound to represent the open-above bin. Compared to that, this forecast (and the synthesis) explicitly targets the correct ACLED subset, calibrates a moderate baseline from multiple recent-year anchors, and represents tail risk via past-upper percentiles. Confidence is moderate: the median is fairly robust across methods, while tail probabilities remain the biggest uncertainty.
Forecast rationale (numeric):
— Iteration 1 — Across the forecasts, the core view is that civilian fatalities in Burkina Faso’s Sahel and Centre-Nord regions are likely to remain high over the June 1–July 25, 2026 window, with a central estimate roughly in the high 80s to around 100. The models all treat these regions as among the country’s most violent, and they extrapolate from recent ACLED trends in the Central Sahel, especially the ongoing impact of JNIM-related violence and broader conflict escalation.
Overall, the collective reasoning is that the period is likely to see continued severe civilian harm, but the exact count hinges on whether the region experiences a relatively steady level of violence or one or more large, acute attacks.
— Iteration 2 — The shared reasoning converges on a moderate-to-high fatality total over a short, high-risk window, driven mainly by the long-running violence in Burkina Faso’s Sahel and Centre-Nord regions.
Overall, the forecasting logic treats civilian fatalities in these regions as the product of a high but unstable baseline conflict rate, with the final count likely shaped more by whether a large one-off attack occurs than by gradual day-to-day variation.
The rationales broadly agree on four primary drivers that will dictate ACLED’s recorded civilian fatalities in Burkina Faso’s Sahel and Centre-Nord regions: shifting baseline conflict dynamics, the impact of the rainy season, the persistent threat of mass casualty events, and severe methodological and reporting constraints.
Conflict Dynamics and Base Rates Historically, the Sahel and Centre-Nord regions are the epicenters of violence in Burkina Faso. While aggregate civilian casualties dipped in 2025, recent militant offensives and the mass mobilization of state-backed VDP (civilian) militias point to a violent resurgence in mid-2026. The conflict is increasingly characterized by retaliatory violence, with both jihadist groups (JNIM, ISSP) and state-aligned forces systematically targeting communities suspected of collaborating with the opposing side.
Seasonality and Outlier Risks The forecasting window coincides exactly with the West African rainy season. While flooded terrain traditionally restricts conventional military mobility and heavy logistics, armed groups have adapted by intensifying sieges on urban centers and targeting vulnerable civilians who venture out for seasonal agricultural activities. Furthermore, the rationales emphasize that violence in Burkina Faso is heavily right-skewed; rather than just a steady daily death toll, the conflict is punctuated by catastrophic, retaliatory massacres that can dramatically spike fatality totals in a single day.
ACLED Methodology and Reporting Lags A crucial limiting factor agreed upon across all rationales is the August 12 data resolution deadline, which leaves only an 18-day processing window for events occurring at the end of July. Combined with ACLED’s inherently conservative coding—which explicitly excludes crossfire and collateral damage from “civilian targeting”—this short verification window is expected to artificially depress the final recorded numbers. Because of the Burkinabè junta’s severe media censorship, telecom blackouts, and recent bans on monitoring NGOs, many fatalities—particularly state-led extrajudicial killings in remote areas—are highly unlikely to be documented, verified, and published in time for the final data pull.
Question: How many civilian fatalities will ACLED record in the Sahel and Centre-Nord regions of Burkina Faso between June 1 and July 25, 2026? Final Prediction: Probability distribution:
Total Cost: extra_metadata_in_explanation is disabled Time Spent: extra_metadata_in_explanation is disabled LLMs: extra_metadata_in_explanation is disabled Bot Name: extra_metadata_in_explanation is disabled
Forecaster 1: Probability distribution:
Forecaster 2: Probability distribution:
Forecaster 3: Probability distribution:
The research summarizes recent violence and baseline data to estimate civilian fatalities in Burkina Faso’s Sahel and Centre-Nord between June 1 and July 25, 2026. Key findings: jihadist group JNIM dramatically reduced civilian targeting in 2025 (an 84% reduction), while government forces and allied VDP militias killed more civilians than jihadists in 2025 (523 vs. 339 civilian deaths nationwide). ACLED data put total civilian fatalities in 2025 at 862 (≈72/month nationwide), and Q1 2025 figures imply the Sahel region accounted for a sizeable share of fatalities. Using a 2025 monthly baseline and assuming Sahel + Centre‑Nord account for ~30–40% of national civilian casualties, a conservative baseline for the 55-day (≈1.8‑month) period is 39–52 civilian deaths; if only jihadist-caused direct targeting is counted, the estimate falls to about 15–20 deaths for those regions.
The research highlights critical adjustments and uncertainties that materially change forecasts: definitions of “direct targeting” (excluding collateral deaths and possibly excluding VDPs), whether government/VDP killings are included, JNIM’s tactical shifts (possible reversals), seasonal effects (rainy/planting season), and restricted information flows that may cause undercounting. After weighing these factors, the research’s “most likely range” is 20–60 civilian fatalities for Sahel + Centre‑Nord between June 1 and July 25, 2026, with a central estimate around 35–40; it also notes risks that could push counts higher or lower and that ACLED sometimes revises figures as new information appears.
Sources/websites used (as cited in the research):
Recent Violence Trends (2026):
Key Contextual Shift (Critical for Forecasting): The most important trend is that JNIM dramatically reduced civilian targeting in 2025, shifting focus to military targets. This resulted in an 84% reduction in civilian casualties from jihadist groups [13][15]. However, government forces and allied militias (VDP) killed MORE civilians than jihadists in 2025 [26][27].
ACLED Data for 2025 (Most Recent Full Year):
Q1 2025 (January-March) ACLED Data:
Historical Context (2023-2024):
January 2023 - August 2025 Period:
Geographic Considerations: The Sahel and Centre-Nord regions represent a significant portion but not all of Burkina Faso’s violence. Based on Q1 2025 data, the Sahel region alone accounted for approximately 16% of total fatalities [28].
Conservative Range Calculation:
However, Critical Adjustments Needed:
Actor identification: If only jihadist attacks count (not government violence), the 2025 rate would be 339/12 = 28/month nationwide, yielding 15-20 deaths for Sahel+Centre-Nord over 1.8 months
JNIM tactical shift: The 84% reduction in civilian targeting by jihadists in 2025 vs. 2024 is the most significant trend [13][15]
Seasonal factors: June-July coincides with the rainy/planting season, which could affect conflict patterns [17]
Comparable periods:
Similar conflicts:
No relevant prediction markets identified in my search. I found no active questions on Metaculus, Manifold, or Polymarket specifically forecasting Burkina Faso civilian casualties for this period.
Upside Risks (Higher Casualties):
Downside Risks (Lower Casualties):
Critical Warning: Burkina Faso has severely restricted information flow since 2024:
This repression may affect ACLED’s ability to gather comprehensive data, potentially leading to undercounting. However, ACLED is a professional conflict monitoring organization with multiple sources and verification methods [28].
Most likely range: 20-60 civilian fatalities from direct targeting in Sahel and Centre-Nord regions between June 1 - July 25, 2026
Central estimate: Approximately 35-40 civilian fatalities, based on:
Key variables to monitor:
I accept the critic’s main correction: the forecast should be for the ACLED-by-August-12 resolution variable, not for the morally or historically true civilian toll. ACLED’s civilian-targeting filter is narrower: civilians must be the main or only target, and collateral civilian deaths in battles or strikes are not treated the same way in curated civilian-fatality aggregates. That pushes the center down. The February 2026 JNIM escalation also looks only partly target-aligned, since ACLED described it as mainly targeting military, forest guards, and VDP fighters, especially in Est, Centre-Nord, and Nord. (acleddata.com)
I also agree that the regional-share assumption is weak. The 2025 ACLED-cited national figure of 523 civilians killed by Burkinabè military/VDP forces plus 339 by JNIM/ISSP gives about 130 national civilian fatalities over 55 days; using a more cautious 25–35% Sahel + Centre-Nord share gives roughly 32–46 before other adjustments. That makes a median in the low 40s more defensible than my earlier mid-40s/high-40s. (acleddata.com)
I still do not want to move the median into the 30s. These regions remain plausible sites of exactly the kind of event that resolves here: HRW says killings and grave abuses against civilians are central to both military/VDP and JNIM tactics, and it documents large prior atrocities including Barsalogho in Centre-Nord and major state-linked killings. Q2 2025 also had a large national ACLED “violence against civilians” fatality count, so a 55-day June–July window is not necessarily a low-season baseline. (hrw.org)
The reporting cutoff is a real bearish factor, especially for late-July or state-linked abuses. But I now weight it as mainly lowering small/medium recorded events, not fully eliminating the upper tail: a recent study of ACLED reporting delays found that more than half of African events were reported within two weeks, with higher-fatality events reported faster, though restrictive information environments report more slowly. Since August 12 is 18 days after July 25, many high-fatality events should still make it in. (arxiv.org)
So I am making a modest further downward adjustment: median from 45.49 to 43.49, more mass below 30, and a slightly trimmed but still fat right tail. Conditioned on no annulment.
Updated prediction:
Percentile 0.1: 0.09
Percentile 1: 0.49
Percentile 5: 3.49
Percentile 10: 7.49
Percentile 20: 16.49
Percentile 30: 25.49
Percentile 40: 34.49
Percentile 50: 43.49
Percentile 60: 56.49
Percentile 70: 75.49
Percentile 80: 104.49
Percentile 90: 155.49
Percentile 95: 230.49
Percentile 99: 500.49
Percentile 99.9: 850.49
I think the critic’s objections are mostly directionally right. I am conditioning on non-annulment and on ACLED continuing to publish Burkina Faso data through the event window.
The strongest valid correction is the regional-scaling point. My initial 30–40% share for Sahel + Centre-Nord was plausible but probably a little high as a central estimate. The critic’s cited Q1/Q2 2025 all-fatality shares around 25–31% make a central share closer to ~30% more defensible than ~35–40%. Applying that to the 2025 nationwide civilian-killing base rate gives a baseline closer to the mid/high 30s for 55 days, before trend and tail adjustments. ACLED/Reuters’ 2025 figures still support a substantial national base rate: 523 civilians killed by Burkinabe military/VDP forces and 339 by JNIM/ISSP. (acleddata.com)
I also agree that my prior update from the early-2026 JNIM offensive was too median-inflating. ACLED’s March 2026 overview says the February campaign in Burkina Faso was concentrated against military, forest guards, and VDP fighters, especially in Est, Centre-Nord, and Nord, with over 120 such fatalities; that raises instability and reprisal risk, but it should not be treated as direct evidence of a large rise in civilian-targeting deaths. (acleddata.com)
The critic is also right that state/VDP violence is not merely an upside scenario. It is central to the forecast. In fact, state/VDP civilian killings exceeded jihadist civilian killings in 2025, and the biggest right-tail scenario is likely a government/VDP reprisal or collective-punishment event rather than a sudden JNIM tactical reversal. AP’s summary of the HRW report also emphasizes that the reported figures are likely undercounts and that information flow is restricted, which matters because this resolves to ACLED data available by August 12, 2026, only 18 days after the event window closes. (apnews.com)
Where I still defend the initial reasoning: I do not think the median should collapse to the 30s. These are two heavily affected regions, Centre-Nord was explicitly part of the 2026 operational escalation, and the resolution filter appears broader than “only JNIM violence against civilians.” Also, the civilian_targeting concept can include civilian targeting outside the pure “Violence against civilians” event type, which makes the count somewhat broader than the narrowest interpretation. So I am reducing the median, but not drastically.
Net update: I move the median from 60 to 52, thicken both tails, and especially raise the far-right tail. I now think roughly:
Updated prediction:
Percentile 0.1: 0.49
Percentile 1: 1.2
Percentile 5: 6
Percentile 10: 13
Percentile 20: 25
Percentile 30: 34
Percentile 40: 43
Percentile 50: 52
Percentile 60: 66
Percentile 70: 86
Percentile 80: 118
Percentile 90: 176
Percentile 95: 255
Percentile 99: 520
Percentile 99.9: 950
Conditioning on non-annulment, I think the critic’s core objection is right: my previous distribution was directionally reasonable but too high in the middle, mainly because I overweighted broad insecurity and underweighted resolution-specific filters.
What I accept from the critic:
What I still defend:
Updated view:
My central estimate moves down from about 59 to about 51. The modal scenario is still a moderate one: several small-to-medium civilian-targeting incidents, possibly with some government/VDP abuses, but no large massacre. I put roughly 20–25% probability below 30, about 50% probability below the low 50s, and roughly 8–10% probability above 200. I also trim the extreme upper tail somewhat, though not dramatically, because Centre-Nord/Sahel-type mass-casualty episodes remain possible.
Updated prediction:
Percentile 0.1: 0.4
Percentile 1: 3.4
Percentile 5: 9.4
Percentile 10: 16.4
Percentile 20: 27.4
Percentile 30: 35.4
Percentile 40: 43.4
Percentile 50: 51.4
Percentile 60: 63.4
Percentile 70: 79.4
Percentile 80: 106.4
Percentile 90: 162.4
Percentile 95: 242.4
Percentile 99: 480.4
Percentile 99.9: 840.4
Modal: 51-73 (22.0%) • partial_shift • 5m59s
Reading: strict
The resolution criteria are precisely defined: a specific ACLED event type (direct civilian targeting), two named regions, an exact date window (June 1–July 25, 2026), a specific data source and snapshot date (acleddata.com by August 12, 2026), and an explicit annulment condition. This leaves little room for charitable interpretation — the resolver must follow each criterion literally.
Total evidence registered (shared pool): ?
| Variant | Perspective | Model | Turns | Tools | Status |
|---|---|---|---|---|---|
| 0 | inside_view (inside_view_v1) | anthropic/claude-sonnet-4-6 | 21 | 33 | OK |
| 1 | outside_view (outside_view_v1) | anthropic/claude-sonnet-4-6 | 18 | 29 | OK |
| 2 | contrarian (contrarian_v1) | anthropic/claude-sonnet-4-6 | 18 | 32 | OK |
Evidence confidence: medium
high evidence]Recent ACLED data shows VAC and civilian-targeting fatalities in Sahel+Centre-Nord averaging roughly 45–90 per half-quarter (per sources 4, 14, 22). If the security environment in June–July 2026 is broadly similar to H1 2025 levels, with no single catastrophic mass-casualty event, the resolved count would fall in this range. This would be consistent with the declining VAC share observed (15–21% of total fatalities in 2025 quarters, per sources 10, 14) applied to ongoing but not dramatically escalated total fatality levels.
The February 2026 JNIM offensive (per source 20) and continued operational intensity as of May 2026 (per source 21) suggest the security situation may be worse than H1 2025. Media restrictions may cause under-reporting that suppresses the recorded count. A major massacre or mass-casualty event in either region would push the count above this range.
medium evidence]JNIM’s February 2026 offensive (per source 20) and sustained operational tempo in these regions (per source 21) could translate into higher-than-historical civilian targeting rates by mid-2026. In 2024, direct civilian targeting killed ~228/month nationally (per source 17), implying a higher base rate than the 2025 VAC figures suggest. Q3 2024 Centre-Nord alone had 415 total fatalities in one quarter (per source 15). A particularly violent period in June–July 2026 consistent with the high end of 2024 rates would push into this range. HRW documents ongoing mass atrocity patterns (per source 18).
The 2024 rate included a spike period (Jan–Sep 2024 saw a documented spike in Centre-Nord per source 17). VAC as a share of total fatalities has been declining. Recent quarterly total fatalities for Sahel+Centre-Nord have been 400–536 (not the >600 implied by 2024 annual rate), and VAC is a fraction of that total.
low evidence]Burkina Faso’s junta has expelled foreign correspondents, suspended media outlets, and detained journalists in 2026 (per source 13). The arXiv study found reporting delays are longer in restrictive political/informational environments (per source 30). The resolution date of August 12, 2026 may not allow sufficient time for events near July 25 to be fully reported. This could result in a systematically lower recorded count than the true casualty toll.
ACLED has not formally flagged a Burkina Faso coverage gap (per source 26); its multi-source methodology including local partners provides resilience (per sources 33, 31); high-fatality events are reported more quickly (per source 30); ACLED has maintained continuous coverage despite previous restrictions. The question resolves on recorded count, not true toll, so under-recording does not make the question annul — it just resolves at whatever ACLED records.
low evidence]A single large-scale massacre or coordinated attack on a population center in the Sahel or Centre-Nord in June–July 2026 could produce a count well above 200. Precedent exists: the 2024 Solhan massacre in Sahel region killed hundreds in a single event. The ongoing JNIM offensive as of 2026 (per sources 19, 20) and documented patterns of mass atrocity by all parties (per sources 1–3, 18) create conditions for such an event.
The answer range specifies an upper open bound near 200.5, suggesting the question was designed with this as an upper tail. Recent quarters have not produced single events of this scale regularly. The base rate from recent quarterly data places the expected range well below 200 for civilian-targeting events specifically in these two regions over a 55-day window.
inside_view_v1)Inside View — Causal Chain Analysis
Current state → mechanism → outcome:
The resolution window is 55 days (June 1–July 25, 2026). The ACLED filter is “direct targeting of civilians” — this maps most cleanly to the ‘Violence against civilians’ event type, though the broader ‘civilian_targeting’ column could capture more events.
Scenario weighting by evidence strength:
High-evidence scenario (relative_evidence_strength: high): “Moderate count ~50–120” consistent with recent quarterly base rates. The causal chain: ongoing JNIM and military operations in Sahel+Centre-Nord → similar operational tempo to H1 2025 → VAC fatalities in these two regions track at ~90–100/quarter nationally adjusted share. Key data points: Q2 2025 national VAC = 259 fatalities (31 events); Q1 2025 national VAC = 386 fatalities (45 events). Applying ~35% Sahel+Centre-Nord share and scaling to 55 days (≈60% of a quarter): Q2 2025 rate → 259 × 0.35 × 0.61 ≈ 55; Q1 2025 rate → 386 × 0.35 × 0.61 ≈ 82. This suggests a central range of roughly 55–85 for a VAC-only filter. If the broader ‘civilian_targeting’ filter is used, the count would be higher (perhaps 1.3–1.5x).
Medium-evidence scenario: “Elevated count ~120–200+” due to JNIM February 2026 offensive escalation. The causal chain: JNIM’s February 2026 regionwide offensive (per source 20) + continued Sahel/Centre-Nord as key theatres (per source 21) + military/VDP mass atrocity patterns (per sources 1–3, 11) → elevated rate above 2025 baseline. However, the VAC share has been declining (30%→21%→15% through 2024→Q1 2025→Q2 2025), and the 2024 spike was a documented outlier. This scenario tagged medium, so it receives meaningful but less mass than the high scenario.
Low-evidence scenarios: Under-recording (below 50) — ACLED has no formal coverage gap flag for Burkina Faso (source 26), multi-source methodology resilient (source 33); very high above 200 — episodic mass atrocity possible but base rate for any single 55-day window is low. Both tagged low.
Distribution construction:
- Central mass should sit in bins spanning ~50–120, consistent with the high-evidence scenario.
- Moderate mass in elevated range (120–200) reflecting medium-evidence scenario.
- Small tail below 50 (under-recording scenario, low evidence).
- Small tail above 200 (mass atrocity scenario, low evidence).
The 55-day VAC estimate central tendency is roughly 55–85 from baseline rates. Given the 2026 offensive context pushing slightly higher, I place the distribution mode around 73–115 (bins 3–4), with meaningful probability in 51–73 and 115–158 ranges.
Specific bin allocations:
- below 30 (bin_0): 4% — very unlikely given ongoing active conflict and ACLED’s resilient multi-source methodology
- 30–51 (bin_1): 8% — possible if under-recording is significant but ACLED maintains coverage
- 51–73 (bin_2): 18% — consistent with lower end of high-evidence scenario (Q2 2025 VAC rate)
- 73–94 (bin_3): 22% — core of high-evidence scenario central estimate
- 94–115 (bin_4): 18% — upper end of high-evidence scenario, possible with broader filter
- 115–136 (bin_5): 12% — lower end of medium-evidence elevated scenario
- 136–158 (bin_6): 8% — medium-evidence scenario, JNIM offensive impact
- 158–179 (bin_7): 4% — tail of elevated scenario
- 179–200 (bin_8): 3% — far tail
- above 200 (bin_9): 3% — mass atrocity tail (low-evidence scenario)
Total: 4+8+18+22+18+12+8+4+3+3 = 100%
outside_view_v1)Reference class: ACLED-recorded civilian-targeting fatalities in Burkina Faso’s Sahel + Centre‑Nord across a ~55-day (June 1–July 25) fixed window, using ACLED’s civilian_targeting filter (the resolution’s literal phrasing maps to the ‘civilians targeted’ flag, not just the VAC event-type; see research brief discussion and source 32). Base-rate anchor: historical half-quarter/55-day implied values ≈45 civilian-targeting fatalities (derived from Q1–Q2 2025 regional shares and national VAC figures; e.g., Q2 2025 Sahel+Centre‑Nord combined total fatalities = 536, and applying VAC/civilian-targeting shares yields roughly 90–100 VAC fatalities per quarter → ~45–50 per half-quarter; per research brief sources 4, 10, 22). Adjustment: +15 percentage‑points of probability mass toward higher bins because of high-evidence operational changes in 2026 (JNIM’s Feb 2026 offensive and continued operational intensity in these regions; per sources 20, 21) which raise the risk of a materially larger recorded toll; -5 pp toward the lowest bins because ACLED has not formally flagged a Burkina Faso coverage gap (per source 26), and ACLED’s multi-source methodology and faster reporting for high-fatality events partially offset under-reporting risk (per sources 30, 33). Final: the distribution concentrates most mass on the moderate range consistent with the outside-view base rate (bins covering ~50–120 combined), while preserving medium-weight tails for a larger escalation (bins 5–8 and a small tail >200) and a small lower tail for possible under-recording. Weighting rationale and evidence: the ‘Moderate’ scenario (≈50–120) is tagged high relative_evidence_strength in the brief and therefore carries the largest share of probability (combined mass across bins 2–4 plus parts of 1 and 5); the ‘Elevated’ scenario (≈120–200) is medium evidence and receives the next-largest tranche of mass mostly in bins 5–8 with a small >200 tail; the ‘Suppressed/under-recorded’ and ‘Very-high mass‑casualty’ scenarios are evidence‑thin (low strength) and are assigned small probabilities in the lower and upper tails respectively (brief scenarios and strengths: high for moderate, medium for elevated, low for suppressed and very-high — per research brief scenarios). Key factual anchors used: Q1–Q2 2025 regional totals (Sahel+Centre‑Nord combined totals of 452 and 536 fatalities, per sources 14 and 4), national VAC fatalities Q1/Q2 2025 (386 and 259, per sources 10 and 14), ACLED codebook guidance that civilian-targeting requires using the civilian_targeting flag to capture non‑VAC-coded civilian deaths (source 32), the Feb 2026 JNIM offensive and ongoing operational intensity (sources 20, 21), and ACLED’s lack of an official Burkina Faso coverage-gap flag as of mid‑2026 (source 26). Because the brief’s confidence in evidence is medium and the interpretation is strict (use ACLED’s civilian_targeting filter and the specified regions/dates), I kept the bulk of mass near the outside‑view base rate but retained meaningful tails for escalation (>120) and under‑reporting (<50) risks as described above.
contrarian_v2)Adversarial reading
The implicit consensus in the brief is a moderate recorded count (roughly 50-120) based on applying the observed national VAC share (15-30%) and two-region share (~35%) to recent quarterly total-fatality figures for Sahel+Centre-Nord, yielding ~45-90 per half-quarter. This places the bulk of probability mass in bins 2-4.
Counter-evidence found (or absence)
The brief explicitly flags that the resolution filter is the ‘civilian_targeting’ column (not the narrower ‘Violence against civilians’ event type), which includes airstrikes/shelling coded under Explosions/Remote violence and would materially increase the count relative to the VAC-based estimates used for the high-evidence moderate scenario. The February 2026 JNIM offensive and sustained operations through May 2026 also supply medium-strength evidence for an elevated rather than baseline trajectory.
Distribution implications
Because the high-evidence scenario rests on the narrower VAC filter while the actual resolver specification is the broader civilian_targeting filter, the distribution receives extra mass in bins 3-6 (73-158) relative to a pure VAC consensus. The low-evidence suppression scenario receives only modest low-end mass, and the mass-atrocity tail receives minimal weight given the 55-day window.
Strategy: logit_mean • Drafts: 3/3
anchoring_v1The draft’s central mass (bins 2–4, covering 51–115) is derived from a two-step scaling: national VAC quarterly figures × 35% regional share × 0.61 half-quarter scalar, yielding ~55–82. This arithmetic is reasonable but the forecaster then shifts the mode to bins 3–4 (73–115) citing the “2026 JNIM offensive context pushing slightly higher” — a qualitative upward nudge applied without quantitative grounding. The specific phrase “pushing slightly higher” softens what is actually a medium-evidence scenario (elevated 120–200+) and blends it into the mode rather than keeping it in the right tail. The net effect is that the p50 is anchored to the upper half of the high-evidence range (~83) rather than the conditional mean of the high-evidence scenario itself (~67). Additionally, the brief notes the VAC share of total fatalities has been declining (30%→21%→15%), which if anything argues for a lower baseline, yet the forecaster ignores this trend directionally when nudging upward. The modal bin should sit at 51–73 or 73–94 at the low end of that pair, not at 73–94/94–115, and the right tail should carry the escalation premium rather than pulling the mode up.
ceiling_v1The key structural constraint the draft underweights is the filter ambiguity ceiling: the brief explicitly states (source 32) that the ‘civilian_targeting’ column is broader than the VAC event type, and the resolution criteria say “direct targeting of civilian populations” — which the interpretation analysis flags as potentially mapping to this broader filter. If the narrower VAC-only filter is used, the arithmetic yields ~55–82 for the 55-day window (259×0.35×0.61≈55 at Q2 2025 rates; 386×0.35×0.61≈82 at Q1 2025 rates). The draft’s central mass in bins 3–4 (73–115) is structurally consistent with this range but the bins 5–7 tail (115–179) receives ~16% combined, which is somewhat generous given that even the broader filter applied to a falling VAC-share trend (30%→21%→15%) keeps expected values well below 115 for most reference periods. Additionally, the declining trend in VAC as a share of total fatalities (30% in 2024 → 15% in Q2 2025) is a structural trajectory constraint the draft treats only implicitly — if that trend continues into 2026, the conditioned rate is lower than the unconditioned mean the draft uses for upper bins.
math_v1The draft distribution has a critical internal inconsistency: the rationale describes a “moderate” scenario (50–120 range, tagged high evidence) as driving the bulk of probability mass, but the actual bin allocations heavily weight the middle-to-high range (bins 3–6: 73–158) with 57% combined probability. The rationale’s stated logic — “central tendency roughly 55–85 from baseline rates” adjusted slightly upward — contradicts this realized distribution. Specifically: the rationale applies Q2 2025 VAC rates (259 nationally × 0.35 × 0.61 ≈ 55) and Q1 2025 rates (386 × 0.35 × 0.61 ≈ 82) as bookends for the “high-evidence” scenario, implying a modal range of 55–82 should dominate. Instead, bins 3–4 (73–115) alone capture 40% of mass, with another 20% in bins 5–6 (115–158). This moves the center of mass to approximately 100–110, which exceeds the stated central estimate of 55–85 by 20–55 points.
Reviews consumed: 3
All three reviewers (anchoring, ceiling, math) independently recommended shift_lower with low-to-medium magnitude, citing the same core issue: the draft’s mode placement at bins 3-4 (73-115) sits above the computed VAC-based central tendency of ~55-82, and the declining VAC share trend (30%→21%→15%) argues against the upward “JNIM offensive” nudge that pulled mass into bins 5-7. The math reviewer specifically flagged that the realized distribution’s center of mass (~100-110) exceeds the rationale’s stated EV by 20-30 points — a genuine internal inconsistency. I accepted these concerns by shifting modest mass from bins 5-7 down to 51-73 (bin_2), making it co-modal with bin_3, consistent with the Q2 2025 conditioned rate of ~55 and the broader civilian_targeting filter uplift bringing the realistic central tendency to ~70-85. The ceiling reviewer’s point that even a 1.5x broader-filter uplift on ~55 yields only ~82 (still in bin_2/3) reinforces this. I retained modest right-tail mass (bins 5-9 ≈ 26%) to preserve the medium-evidence JNIM escalation scenario and low-evidence mass-atrocity tail, rather than fully collapsing it as the math reviewer’s medium-magnitude suggestion implied — the February 2026 offensive is real evidence and shouldn’t be zeroed out.
[math] Scenario weighting ratio should be more lopsided (60% high-evidence vs 20-25% medium-evidence) given the brief’s strength tags.
[math] Tail asymmetry (12.6% suppression vs 9% mass-atrocity) is under-justified given both scenarios are evidence-thin.
| Bin | Probability |
|---|---|
| Below 30 (bin_0) | 5.0% |
| 30-51 (bin_1) | 9.0% |
| 51-73 (bin_2) | 22.0% |
| 73-94 (bin_3) | 22.0% |
| 94-115 (bin_4) | 16.0% |
| 115-136 (bin_5) | 10.0% |
| 136-158 (bin_6) | 7.0% |
| 158-179 (bin_7) | 4.0% |
| 179-200 (bin_8) | 3.0% |
| Above 200 (bin_9) | 2.0% |
wooley_rhino • run 37e33d28 • $3.28 • 5m59s
Extracted Percentile Values: {0.1: 12, 1.0: 22, 5.0: 35, 10.0: 45, 15.0: 52, 20.0: 58, 25.0: 64, 30.0: 69, 35.0: 74, 40.0: 78, 45.0: 82, 46.0: 83, 47.0: 84, 48.0: 86, 49.0: 87, 50.0: 88, 51.0: 90, 52.0: 91, 53.0: 93, 54.0: 95, 55.0: 97, 60.0: 103, 65.0: 111, 70.0: 120, 75.0: 130, 80.0: 143, 85.0: 158, 90.0: 178, 95.0: 210, 99.0: 275, 99.9: 340}
Model’s Answer:
The question requires ACLED-recorded civilian fatalities specifically from “violence against civilians” events in:
Q2 2025 ACLED data (critical baseline):
However, these figures include ALL conflict fatalities (combatants + civilians). The question specifically asks for “violence against civilians” events.
2025 Civilian-specific data:
Estimated regional civilian deaths:
Factors supporting higher outcomes:
Factors supporting lower outcomes:
Assumption 1: Violence levels remain similar to late 2025/early 2026 patterns
Assumption 2: ACLED continues normal data collection without major gaps
Assumption 3: No single catastrophic mass-casualty event (100+ deaths in one incident)
Low outcome scenario (below 40 deaths): Would require unusually quiet period, possibly major military successes against jihadists or temporary ceasefires. Given the escalating trend and sustained conflict, I estimate ~10% probability.
High outcome scenario (above 150 deaths): Would require multiple mass-casualty events or major military offensive with significant civilian toll. Given documented patterns of massacres and ongoing escalation, I estimate ~15-20% probability.
Central estimate: Based on the Q2 2025 data pro-rated for civilian targeting events only (~30-40% of total fatalities are typically violence against civilians), adjusted for the 55-day window, with escalation trend applied, my median estimate is approximately 80-90 civilian fatalities.
The default range (29.5-200.5) appears well-calibrated to historical patterns, though I assign meaningful probability to the upper tail given the conflict’s trajectory.
The distribution is right-skewed to account for mass-casualty event risk, with a median around 85 and meaningful tail risk above 150.
Percentile .1: 12 Percentile 1: 22 Percentile 5: 35 Percentile 10: 45 Percentile 15: 52 Percentile 20: 58 Percentile 25: 64 Percentile 30: 69 Percentile 35: 74 Percentile 40: 78 Percentile 45: 82 Percentile 46: 83 Percentile 47: 84 Percentile 48: 86 Percentile 49: 87 Percentile 50: 88 Percentile 51: 90 Percentile 52: 91 Percentile 53: 93 Percentile 54: 95 Percentile 55: 97 Percentile 60: 103 Percentile 65: 111 Percentile 70: 120 Percentile 75: 130 Percentile 80: 143 Percentile 85: 158 Percentile 90: 178 Percentile 95: 210 Percentile 99: 275 Percentile 99.9: 340
A decade‑long insurgency and weak state presence make the Sahel and Centre‑Nord persistently exposed to violence.
Population dispersal, porous borders, and degraded local security architectures limit prevention of mass‑casualty attacks.
Recent months show a markedly lower pace of direct civilian targeting than the 2019–2024 average, pulling central tendency down.
Armed groups retain operational capacity and a record of episodic, high‑fatality attacks that keep the right tail heavy.
A single high‑fatality incident within the 55‑day window would dominate totals and flip probabilities toward the upper tail.
Conversely, continued low‑tempo operations combined with targeted security responses keep outcomes clustered in the low‑to‑moderate range.
Counting uncertainty from reporting delays and administrative boundary changes creates asymmetric revision risk upward after the cut‑off.
Key sensitivities are one‑off massacre events, re‑escalation in formerly quiet districts, and post‑event coding choices that determine whether fatalities are attributed to civilian targeting.
Forecast (ACLED-recorded civilian fatalities, Sahel + Centre-Nord, Burkina Faso, Jun 1–Jul 25, 2026): median = 88.33
Target window: June 1 through July 25, 2026, which is 55 days. The resolution metric is not true fatalities, but fatalities that ACLED records for direct attacks on civilians in Burkina Faso’s Sahel and Centre-Nord regions, using the version of the ACLED export available by August 12, 2026.
The biggest limitation is data access. ACLED’s public web pages state that the Data Export Tool and Explorer are restricted, and ACLED’s API documentation says API calls require authentication. Because of that, I could not directly pull the exact historical filtered series for this resolution criterion from the public web, so I triangulated from public ACLED analysis, ACAPS products that cite ACLED, and Reuters/HRW reporting that quotes ACLED totals. (acleddata.com)
My main national anchor is Reuters’ April 2, 2026 report citing ACLED data: in 2025, Burkina Faso’s military and VDP killed 523 civilians, while JNIM and ISSP killed 339 civilians, for 862 civilian killings nationally in that year. If 2026 ran at the same national pace, that would be about 130 civilian fatalities over a 55-day span nationwide. (acleddata.com)
For the regional share, Sahel and Centre-Nord are clearly part of Burkina Faso’s core civilian-harm hotspot set. ACLED’s Conflict Watchlist 2025 says JNIM offensives in Burkina Faso caused hundreds of deaths in the Sahel, Center-North, and East regions. Human Rights Watch’s 2026 world report says that by the end of 2024, roughly 40 localities under siege were primarily in Centre-Nord, Est, North, and Sahel. ACAPS also reported that nearly 200 people were killed around Kaya in Centre-Nord in the first four months of 2024, and ACLED’s mid-year metrics 2024 showed 26 violence-against-civilians events in Sahel in January-June 2024, with CAST forecasting 25 more for July-December 2024. On that basis, I judge a 40% to 45% share of Burkina Faso’s civilian-targeting fatalities for Sahel plus Centre-Nord to be plausible, which implies roughly 52 to 58 fatalities over this 55-day window. That 40% to 45% share is my inference, not a directly published ACLED subtotal. (acleddata.com)
I then widened the distribution materially because Burkina Faso has demonstrated a real capacity for sudden mass-casualty attacks in or adjacent to the target regions. ACAPS highlighted reports that about 150 villagers were killed between Dori and Mansila in Sahel region in May 2024, and Human Rights Watch documented that JNIM killed at least 133 civilians in Barsalogho, Sanmatenga province, in August 2024. Human Rights Watch also notes severe information constraints: it found that about 56% of the cases it documented did not appear in ACLED at all, which is a reminder that public reporting is incomplete and noisy. (acaps.org)
That said, this question resolves to ACLED’s published count by August 12, not the unknowable true death toll. A recent statistical study of ACLED reporting delays found that more than half of African events are reported within two weeks, and that higher-fatality events tend to be reported faster. Since the resolution date is 18 days after July 25, most large incidents should already be in ACLED by then, even if some smaller events are still lagged. (arxiv.org)
Putting this together, I center the forecast in the mid-50s and keep a heavy right tail for one or two massacre-sized events. The code implements that judgment as a three-scenario mixture: a more ordinary 55-day period, an elevated period, and a rarer mass-casualty escalation. The resulting distribution has a mean of about 55.8 fatalities, with most mass in the broad 30 to 90 range, meaningful probability above 100, and a small but non-zero tail above 200. (acleddata.com)
I am forecasting the ACLED-recorded total for direct targeting of civilians in Burkina Faso’s Sahel and Centre-Nord regions, with event dates from June 1, 2026 through July 25, 2026, using the dataset version available by August 12, 2026. ACLED’s codebook says the civilian_targeting field is used to identify events where civilians were the main or only target, and ACLED’s own data pages note that files are updated and revised over time, so backfill matters for resolution. (acleddata.com)
The qualitative backdrop is clearly severe. ACAPS says that by the end of 2024 at least 40 towns and villages were under blockade, primarily in Centre-Nord, Est, Nord, and Sahel, affecting up to two million people. Human Rights Watch likewise says that, as of the end of 2024, an estimated 40 localities were under siege, primarily in Centre-Nord, Est, North, and Sahel. ACLED’s March 2026 overview says JNIM’s February campaign in Burkina Faso particularly hit Centre-Nord and Nord, while ISSP launched its own offensive in the Sahel region, so both target regions remained active front lines entering mid-2026. (acaps.org)
For numerical anchors, I used public ACLED-derived summaries as proxies because the exact region-by-week direct-civilian fatality table is not publicly exposed in the sources I could access. First, Burkina Faso recorded 2,261 violence-against-civilians fatalities in 2024 nationwide, while total conflict fatalities in the two target regions were 1,281 in Centre-Nord and 1,275 in Sahel, or 2,556 of 7,526 nationwide. If those regions had a similar share of civilian-targeting fatalities, that would imply about 115 fatalities in a 55-day window; I treat this as an upper anchor because 2024 was an exceptionally violent year. Second, in Q1 and Q2 2025, Burkina Faso recorded 386 and 259 violence-against-civilians fatalities nationwide, while the two target regions accounted for 988 of 3,539 total fatalities nationwide across those two quarters; scaling that H1 2025 civilian-targeting pace by the target-region share gives about 54.8 fatalities for a 55-day window. Third, ACLED data cited by Reuters say that in 2025 the Burkinabe military plus VDP killed 523 civilians and JNIM plus ISSP killed 339 civilians nationwide; using a moderate 30% regional share for Sahel plus Centre-Nord gives about 39 fatalities for a 55-day window. (ecoi.net)
I then combined those anchors with weights of 15% on the 2024 spike anchor, 50% on the H1 2025 proxy, and 35% on the 2025 full-year proxy. That gives a mean around 58 fatalities: 0.15115.3 + 0.5054.8 + 0.35*39.0 = about 58.3. I did not push the mean back up toward the 2024 level because the resolution excludes battle deaths and other non-qualifying fatalities, and recent ACLED reporting for early 2026 emphasizes many attacks on military and VDP positions rather than only direct targeting of civilians. But I also did not push it down toward the low end because the two target regions remain among the most besieged and exposed areas, and HRW documented continuing civilian killings in early 2026 while ACLED described broad militant offensives in Burkina Faso at that time. (ecoi.net)
So my central forecast is roughly 58 fatalities, with a right-skewed distribution. I modeled that as an 85% regular-violence regime with mean 44 and a 15% spike regime with mean 138, both negative-binomial to allow clustering and massacre risk. This keeps substantial probability on results between about 35 and 80, meaningful but smaller mass below 30, and a low-single-digit tail above 200. The resulting distribution is meant to forecast ACLED-recorded fatalities, not true fatalities; that distinction matters because ACLED uses conservative fatality estimates and later revisions can still move totals before the August 12, 2026 resolution date. (ecoi.net)
I interpret the question as asking for ACLED-recorded fatalities from events in which civilians were directly targeted in Burkina Faso’s Sahel and Centre-Nord regions, with event dates from June 1 through July 25, 2026, using the latest ACLED version available by August 12, 2026. That matters because ACLED distinguishes fatalities from direct civilian targeting from broader conflict fatalities and collateral civilian deaths, and ACLED also notes that fatality totals are conservative and may be revised as reporting improves. (acleddata.com)
The national base rate is unfortunately high. ACLED’s Reuters citation says that in 2025 the Burkinabe military and pro-government VDP militia killed 523 civilians while JNIM and ISSP killed 339 civilians in Burkina Faso, implying at least 862 direct-civilian-targeting fatalities countrywide from those main perpetrators alone. Spread across a full year, that is about 2.36 fatalities per day, or roughly 130 over a 55-day window before any regional filtering. (acleddata.com)
I then adjusted for geography. The query is only Sahel plus Centre-Nord, not all Burkina Faso, so the answer should be well below the countrywide 55-day prorate, especially because violence has also been severe in Boucle du Mouhoun, East, North, and other regions. But the two target regions remain core hotspots: ACLED’s 2025 watchlist said JNIM’s 2024 mass killings caused the deaths of hundreds of people in the Sahel, Center-North, and East regions; Human Rights Watch said that by the end of 2024 around 40 besieged localities were primarily in Centre-Nord, Est, North, and Sahel; and ACLED’s March 2026 Africa Overview said JNIM’s February campaign in Burkina particularly targeted Centre-Nord while ISSP launched its own offensive in the Sahel region. ACLED’s mid-year 2024 infographic also listed Sahel among Burkina Faso’s leading violence hotspots, alongside Boucle du Mouhoun. (acleddata.com)
Recent 2026 reporting also argues against assuming a major lull. Human Rights Watch documented at least 38 civilians killed in three JNIM attacks in Burkina Faso since late January 2026, showing that direct civilian targeting remained active in early 2026 even outside the exact regions in this question. Meanwhile ACLED described Burkina Faso as the main battleground of JNIM’s February 2026 regional offensive, with more than 30 attacks in Burkina Faso and more than 120 soldiers, forest guards, and VDP fighters killed. (hrw.org)
My numerical model therefore uses a four-scenario mixture rather than a single thin-tailed distribution. I used a low scenario centered on 38 fatalities, a baseline continuation scenario centered on 58, an escalation scenario centered on 85, and an extreme atrocity-cluster scenario centered on 180; I weighted them 30%, 38%, 20%, and 12%, respectively. This gives a mean forecast of about 72 fatalities for the period. I used negative binomial components inside each scenario to reflect overdispersion: in this setting, one or two massacre-scale events can dominate the whole 55-day total, and ACLED revisions can also move the recorded total after initial reporting. (acleddata.com)
I kept a meaningful right tail because Burkina Faso has repeatedly seen very large single-event civilian death tolls. ACLED’s 2025 watchlist refers to the Barsalogho massacre in August 2024, when JNIM reportedly killed hundreds of people in Centre-North, and ACLED’s 2022 Sahel analysis notes the June 2021 Solhan massacre in Yagha province, where about 160 people were killed. Those precedents make outcomes above 200 unlikely but far from impossible if a single large atrocity occurs inside the window. (acleddata.com)
Bottom line: I center the distribution in the low 70s, with most probability mass roughly in the 40-100 range, a noticeable chance of coming in below 30 if violence diffuses away from these two regions or if qualifying direct-civilian-targeting events are sparse, and a non-trivial right tail above 200 because this conflict still produces occasional massacre-scale shocks. (acleddata.com)
I interpret the target as the ACLED-recorded count, not true deaths: fatalities from events involving direct targeting of civilians in Burkina Faso’s Sahel and Centre-Nord regions, dated June 1 to July 25, 2026, using the latest ACLED version available by August 12, 2026. That matters because ACLED updates weekly, revises events over time, and near-real-time African ACLED data have measurable reporting delays; ACLED also uses conservative fatality coding when exact tolls are unclear. (acleddata.com)
For a base rate, I used public ACLED quarterly Burkina Faso summaries. National ‘Violence against civilians’ fatalities were 233 in Q4 2024, 386 in Q1 2025, and 259 in Q2 2025. In the same public summaries, Sahel plus Centre-Nord accounted for 400 of 1,295 total fatalities in Q4 2024 and 536 of 1,720 in Q2 2025, about 31% in both quarters. Applying a 31% to 35% regional share to those national civilian-targeting totals and scaling each quarter to a 55-day window gives rough analogs of about 45, 73 to 83, and 50 to 55 fatalities for the target regions. The regional share step is an inference from the observed all-fatality share, because the public summaries do not expose the exact region-by-event-type table needed for the resolution filter. (ecoi.net)
I do not take the Q1 2025 analog at face value because that quarter included very large civilian massacres outside the target regions, especially the Solenzo-area killings in Boucle du Mouhoun. So I downweight Q1 somewhat while still keeping it informative about Burkina Faso’s national ceiling risk. That pushes the mechanical base rate into roughly the upper-50s to low-60s rather than the mid-70s. (hrw.org)
I then adjust modestly upward for current context. ACLED wrote that Burkina Faso was the main battleground of JNIM’s February 2026 campaign, with attacks particularly affecting Centre-Nord, while ISSP launched its own offensive in the Sahel. Human Rights Watch also notes that, as of the end of 2024, around 40 localities under siege were concentrated primarily in Centre-Nord, Sahel, Est, and North. That suggests these two regions remain structurally exposed entering June and July 2026. (acleddata.com)
I also model the distribution as highly overdispersed rather than Poisson-like. In these regions, one incident can move the total sharply: Human Rights Watch says JNIM executed at least 26 civilians in Djibo, Sahel, on May 11, 2025, and ACLED’s Sahel watchlist describes mass killings of soldiers, VDPs, and civilians producing hundreds of deaths across Sahel, Centre-Nord, and Est. So the right tail should be meaningful even though the most likely outcome is well below 200. (hrw.org)
At the same time, I keep the mean below what the underlying true-violence environment might imply, because the resolution is on ACLED-recorded fatalities. AP’s reporting on the Human Rights Watch study notes that the civilian death toll is most likely a gross undercount, and ACLED itself uses conservative fatality estimates when sourcing is vague. Since the question resolves on what ACLED records by August 12 rather than on true deaths, that recorded-count bias matters. (apnews.com)
My final distribution is therefore a three-scenario negative-binomial mixture: a quieter-window case, a baseline-continuation case, and an escalation/massacre case. It is centered around the mid-60s, with most mass on roughly 35 to 100, a noticeable chance below 30 if violence shifts away from direct civilian targeting, and a small but real tail above 200 if there is another large massacre or several medium-size civilian-targeting incidents in quick succession. (acleddata.com)
I interpret this question exactly as ACLED-recorded fatalities from direct civilian targeting in Burkina Faso’s Sahel and Centre-Nord regions, for event dates from June 1 through July 25, 2026, using the latest ACLED publication available by August 12, 2026. ACLED states that its data are updated weekly, historical rows can be revised, and fatality coding is conservative; so the target here is ACLED’s recorded direct-targeting death toll, not the true underlying civilian death toll. (acleddata.com)
The structural risk level in these two regions is high. ACAPS reported in May 2025 that at least 40 towns and villages, primarily in Centre-Nord, Est, Nord, and Sahel, were under blockade by the end of 2024, affecting up to two million people, with Djibo in the Sahel under siege since March 2022; Human Rights Watch likewise wrote that as of the end of 2024 around 40 localities were under siege, primarily in Centre-Nord, Est, North, and Sahel. ACAPS also emphasized that insecurity and access constraints make regular data collection impossible in many blockaded locations, which I treat as a reason to expect volatility and some later backfilling in ACLED’s published record. (acaps.org)
For a regional baseline, the all-event ACLED fatality totals in these two regions were very high but also highly variable: in Q2 2024, Centre-Nord recorded 476 fatalities and Sahel 622; in Q3 2024, Centre-Nord recorded 415 and Sahel 157; in Q1 2025, Centre-Nord recorded 156 and Sahel 296; and in Q2 2025, Centre-Nord recorded 98 and Sahel 438. So the combined quarterly total ranged from 452 to 1,098 across those four quarters, with 2025 below the mid-2024 peak but still clearly severe. (ecoi.net)
Countrywide, ACLED-based reporting also suggests that direct civilian targeting remained substantial in 2025. ACCORD’s Q2 2025 Burkina Faso summary shows 259 fatalities in “violence against civilians” events out of 1,720 total fatalities that quarter, about 15% nationwide. Separately, Reuters, citing ACLED data summarized by ACLED itself, reported that in full-year 2025 Burkinabe military forces and allied VDP fighters killed 523 civilians, while JNIM and ISSP killed 339 civilians. I do not assume all of those deaths occurred in the two target regions, but because Sahel and Centre-Nord repeatedly appear among the country’s most exposed northern theaters, I use those figures as a top-down anchor for what a 55-day window can plausibly contain. (ecoi.net)
The near-term trend is not reassuring. ACLED’s March 2026 Africa overview says JNIM launched a broad campaign in February 2026 with Burkina Faso as the main battleground, specifically targeting military and VDP positions particularly in Est, Centre-Nord, and Nord, with more than 30 attacks in Burkina Faso and over 120 soldiers, forest guards, and VDP fighters killed; the same overview says ISSP launched its own offensive in Burkina Faso’s Sahel region on 9-10 February. ACLED’s 2026 Sahel analysis also continues to describe JNIM and ISSP as serious threats that drive widespread violence against civilians, and ACLED keeps the Sahel as a key region in its 2026 watchlist. That does not prove a June-July civilian spike, but it does justify putting meaningful weight on an escalation scenario rather than extrapolating a quiet baseline. (acleddata.com)
I used three quantitative anchors. First, the Reuters/ACLED full-year 2025 figure for the main perpetrators implies a nationwide run rate of about 130 direct-targeting civilian deaths over a 55-day period (862 × 55 / 365). If Sahel and Centre-Nord account for roughly 35% to 45% of such deaths — an inference based on their persistent prominence and their large share of overall fatalities — that gives about 45 to 58 deaths. Second, averaging the two regions’ Q1 and Q2 2025 all-event fatalities gives 494 per quarter; scaling that to a 55-day window gives about 298. If roughly 17% to 22% of fatalities in these regions wind up in direct civilian targeting events, that implies about 51 to 66 deaths. Third, I add an escalation premium because blockades, siege conditions, and the February 2026 offensives raise the chance of one or more mass-casualty civilian attacks. Taken together, these approaches pull me into the low 60s rather than the high 40s or low 50s. (ecoi.net)
My point forecast is 63 ACLED-recorded civilian fatalities. For the full distribution, I use a two-scenario negative-binomial mixture: an 80% “continued high but not extreme” regime centered at 48 deaths, and a 20% escalation regime centered at 122 deaths. That setup reflects both the lower 2025 baseline relative to mid-2024 and the still-real chance of a large massacre or retaliatory spike in these regions. The result leaves most probability mass between roughly 35 and 95, while keeping a meaningful right tail for 100+ and a small but non-trivial tail above 200. (ecoi.net)