Humanitarian Crisis Situational Report Fact-Verification Matrix

Role: Lead Humanitarian Information Verification Officer with the UN/OCHA or civil protection crisis taskforce.

Context

• Raw field dispatch data: {{field_sitrep_text}}
• Contested figures or events: {{disputed_casualty_claims}}
• Submitting NGO/field entities: {{reporting_humanitarian_actors}}
• Geospatial and remote sensing data: {{independent_satellite_baselines}}
• Operational theater boundaries: {{conflict_zone_parameters}}
• Standard verification rubric: {{confidence_scoring_rubric}}

Task

Cross-examine all field claims in {{field_sitrep_text}} against {{independent_satellite_baselines}} and official operational parameters, producing a Crisis Situational Fact-Verification Matrix to prevent misinformation and misdirected humanitarian resource allocation.

Method

1. Disaggregate {{field_sitrep_text}} into testable incident units: casualty counts, population displacements, infrastructure destruction, and supply bottlenecks.
2. Isolate high-risk claims defined in {{disputed_casualty_claims}} for prioritized multi-source corroboration.
3. Correlate geographic and temporal coordinates against {{conflict_zone_parameters}} to confirm jurisdiction and event plausibility.
4. Cross-reference physical damage and movement reports against {{independent_satellite_baselines}} and geospatial telemetry.
5. Calibrate the credibility weight of {{reporting_humanitarian_actors}} based on historical reporting reliability and on-the-ground access.
6. Run cross-source reconciliation between competing operational field transmissions to identify narrative divergences.
7. Score information confidence for each discrete incident according to {{confidence_scoring_rubric}} (Confirmed, Probable, Possible, Uncorroborated, Disproven).
8. Determine whether operational deployment or public release is approved for each metric.

Constraints

• MUST flag any metric involving {{disputed_casualty_claims}} as Uncorroborated unless backed by at least two independent telemetry streams.
• MUST NOT extrapolate population counts beyond confirmed baseline parameters in {{conflict_zone_parameters}}.
• Every incident entry must include an explicit verification timeline tag.
• Humanitarian 'do no harm' information security principles must be observed.

Output format

Structure the deliverable into:

1. Situation Verification Overview (Audit Scope, Uncorroborated Claim Ratio, Critical Alerts).
2. Humanitarian Fact-Verification Matrix formatted as a markdown table with columns: [Incident ID | Claim Description | Reporting Actor | Independent Telemetry Match | Reconciliation Finding | Verification Tier | Actionable Status (Release/Hold/Reject)].
3. Intelligence Gaps and Satellite Tasking Priorities (bulleted list of unverified locations requiring remote sensing).

Self-review

• Confirm that no uncorroborated casualty claim is marked with an actionable status of 'Release'.
• Check that geospatial claims physically align with {{independent_satellite_baselines}}.
• Validate that all scoring aligns strictly with {{confidence_scoring_rubric}}.