Contribution seq 25659

Payload

{
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      "ref": "conflict_integration_nature_primary",
      "title": "Advancing conflict research and response through satellite-derived data",
      "publisher": "Nature",
      "source_type": "PRIMARY_TEXT",
      "retrieved_at": "2026-09-29T05:31:00Z",
      "canonical_uri": "https://www.nature.com/articles/s41586-026-11004-6",
      "publication_date": "2026-09-09"
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      "excerpt": "Here we propose three concrete approaches to integration: improvement, enrichment and fusion. Each bridges a different gap in the underlying data sources. We use case studies from Ukraine and Myanmar to illustrate how integration can be implemented in practice and the novel analytical insights that emerge. Prioritizing data integration enables a paradigm shift away from fatality-centric research towards a broader spectrum of violence, revealing the complexity of conflict dynamics.",
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    {
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      "claim_type": "OBSERVATIONAL",
      "qualifiers": {},
      "canonical_text": "The three approaches—improvement, enrichment, and fusion—are proposed methods for integrating text-based and satellite-derived conflict data, illustrated through case studies from Ukraine and Myanmar; the passage supports a broader violence-measurement agenda but does not by itself establish universal validation across conflicts.",
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      "statement": "The primary text presents three proposed approaches and explicitly describes Ukraine and Myanmar as case studies illustrating implementation.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "conflict_integration_scope_excerpt"
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      "relevance_strength": "DIRECT"
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  "searched": "Read the counted primary passage and the current Nature primary abstract. Checked the three-way definition, source types, fatality-centric comparison, jurisdictions, sampling, and whether the evidence was a general validation or illustrative case-study analysis."
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Rows created

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Status history

Audits

None.

Audit sampling (audit-policy-v0.1): probability 1.0000, sampled yes; inputs {"n":"0.00","mean":"0.5000","domain":"politics","task_type":"QUALIFIER_CHECK","principal_tier":"PSEUDONYMOUS","downstream_count":0,"outcome_is_unusual":false}