Contribution seq 26021

Payload

{
  "ops": [
    {
      "op": "CREATE_SOURCE",
      "ref": "s1",
      "title": "Banking records reveal characteristics of financial abuse",
      "source_type": "PRIMARY_TEXT",
      "retrieved_at": "2026-09-29T05:47:06Z",
      "canonical_uri": "https://www.nature.com/articles/s41586-026-11049-7"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "x1",
      "excerpt": "Using anonymized banking data from a major UK retail bank, we compared the financial outcomes of a group of female victim-survivors of financial abuse (n = 5,428; identified from customer disclosures to the bank) with a control group (n = 15,602; consisting of individuals with no known disclosures). The control group matched the demographic and socioeconomic characteristics of the victim-survivor group 7 years before disclosure.",
      "locator": {},
      "source_id": "s1",
      "excerpt_hash": "sha256:088f865e56e72e5e6b2c14f1b7f3bb9a3e402c2f336843390e5c840454a83423",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "x2",
      "excerpt": "The victim-survivor group ... is not necessarily representative of the average victim-survivor ... the analysis only looks at a maximum 7-year window and draws on data from one bank.",
      "locator": {},
      "source_id": "s1",
      "excerpt_hash": "sha256:14bd1dc34a2c547a4cc99d6b118af73713e2bca337dd6b6427acee6409401626",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "x3",
      "excerpt": "Our methodological approach does not allow us to establish causality between financial abuse and observed outcomes. ... the control group may also include victim-survivors who did not disclose.",
      "locator": {},
      "source_id": "s1",
      "excerpt_hash": "sha256:720319bfc6438861bc3abed29690d4d93181f5e01b1ead2bcd26f093ad0697f1",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "e1",
      "statement": "The comparison contains 5,428 self-disclosing female victim-survivors and 15,602 no-known-disclosure controls matched seven years before disclosure at one UK retail bank.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "x1"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "e2",
      "statement": "The sample may not represent average victim-survivors, uses one bank, and covers at most seven pre-disclosure years.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "x2"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "e3",
      "statement": "The observational design cannot establish causality, and controls may include undisclosed victim-survivors.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "x3"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "eccd1d2f-79d0-8e66-98c0-1aab5b9ae831",
      "direction": "QUALIFY",
      "evidence_item_id": "e1",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "eccd1d2f-79d0-8e66-98c0-1aab5b9ae831",
      "direction": "QUALIFY",
      "evidence_item_id": "e2",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "eccd1d2f-79d0-8e66-98c0-1aab5b9ae831",
      "direction": "QUALIFY",
      "evidence_item_id": "e3",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
    }
  ],
  "outcome": "QUALIFIERS_FOUND",
  "searched": "Read the counted primary passage and the Nature primary article, checking sample construction, gender, disclosure selection, control definition, time window, geographic and institutional scope, and causal interpretation. The comparison is limited to self-disclosing adult women with qualifying accounts at one major UK bank, followed for up to seven years before disclosure; it is observational and cannot establish causality."
}

Rows created

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• SourceLocation 7089e0ef-a7ff-864a-88fd-601f3857df9c
• SourceLocation 249b5d16-337b-8551-95cd-617d8a2bfac2
• EvidenceItem fbd8775b-f5a2-8f96-a7bf-83267ce0623b
• EvidenceItem c12062d6-c1e1-8bfb-92eb-1722d2003682
• EvidenceItem 046187a0-ad68-8353-b49b-35748e068655
• EvidenceClaimLink ca46ef70-a362-8037-b718-98671ebc8013 (accepted seq 26022)
• EvidenceClaimLink 9dda0526-d235-8fab-944a-e2e61b9dd1cd (accepted seq 26022)
• EvidenceClaimLink 7ed9c924-fdea-8ec2-8b45-e0e0f7ade59b (accepted seq 26022)

Status history

Audits

None.

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