RFC-012: Trust Evidence

Field	Value
RFC	012
Title	Trust Evidence
Status	Proposed
Depends on	RFC-004, RFC-005, RFC-006
Updates	,

Abstract

This document defines trust evidence: the signed, auditable provenance bundle attached to lookup outcomes. Evidence links scores and drivers to events, producers, derivation rules, and verification hooks without exposing unauthorized cross-context data.

Motivation

Explainability requires more than narrative text. Regulators and subjects need cryptographically verifiable chains showing how an outcome was produced. Trust evidence standardizes that export.

Background

Evidence manifests summarize graph traversals (RFC-005) into consumer-safe structures. They power verification endpoints, PDF QR audits, and federated exchange packages (RFC-006).

Terminology

Term	Definition
Trust evidence	Provenance bundle for a report
Manifest	Canonical JSON structure describing evidence
manifest_id	Unique evidence identifier
Driver	Weighted factor explaining outcome movement
Verification hook	Public URL or token confirming report authenticity
Derivation rule	Versioned scoring logic reference

Specification

1. Evidence attachment

Every reports.generate response at basic tier and above MUST include trust_evidence object.

2. Manifest structure

{
  "manifest_id": "evm_22bd",
  "schema_version": "trust_evidence.v1",
  "report_id": "rpt_88ac",
  "pti_id": "pti_k9m2",
  "generated_at": "2026-07-01T09:00:00Z",
  "contexts": ["lending"],
  "outcomes": [
    {
      "context_id": "lending",
      "outcome_id": "out_lending_20260701",
      "band": "B+",
      "value": 712,
      "derived": false
    }
  ],
  "drivers": [
    {
      "driver_id": "drv_01",
      "label": "on_time_repayments_12m",
      "weight": 0.42,
      "direction": "positive",
      "event_refs": ["evt_7f3a"],
      "derivation_rule": "lending_repayment_velocity@v3"
    }
  ],
  "sources": [
    {
      "event_id": "evt_7f3a",
      "event_type": "loan_repayment",
      "context_id": "lending",
      "occurred_at": "2026-06-15T14:22:00Z",
      "producer_ref": "producer_redacted_3"
    }
  ],
  "signature": {
    "alg": "EdDSA",
    "kid": "op_main_2026",
    "value": "…"
  }
}

3. Required fields by tier

Tier	Manifest requirements
basic	outcomes, top drivers (≤3), signature
detailed	Full drivers, sources summary, verification hook
predictive	model_version, feature family metadata
screening_dossier	screening_summary with list provenance

4. Signing

• Manifest MUST be canonicalized (JCS RFC 8785) before signing.
• Signature MUST cover entire manifest excluding signature object.
• Verification endpoint MUST recompute hash and validate signature.

5. Redaction rules

• Producer legal names MAY be redacted to producer_ref tokens.
• Payload fields not entitled to consumer MUST NOT appear in sources.
• Cross-context events MUST NOT appear unless context entitled.

6. Verification hook

• reports.verify MUST accept report_id or QR-encoded token.
• Response MUST include verification_status: valid, revoked, expired, invalid.
• Expired MUST apply when generated_at exceeds operator-configured max age.

7. Lens evidence

Lens outcomes MUST include:

{
  "context_id": "digital_platform",
  "derived": true,
  "feeds_from": ["merchant", "employment", "partnership"]
}

8. Revocation linkage

Revoked manifests MUST appear on package revocation list (RFC-006). Verification MUST return revoked with reason code.

Security Considerations

• Signing keys MUST meet RFC-008 requirements.
• Manifests MUST NOT leak HMAC secrets or internal admin URLs.
• QR tokens SHOULD be single-purpose and rate-limited.

Privacy Considerations

• Evidence MUST minimize subject attributes in sources.
• Subjects accessing own evidence MAY see less-redacted producer refs than consumers.

Examples

Verification response

{
  "verification_status": "valid",
  "manifest_id": "evm_22bd",
  "report_id": "rpt_88ac",
  "signed_at": "2026-07-01T09:00:00Z",
  "signer": "op_main_2026"
}

Screening provenance snippet

{
  "screening_summary": {
    "sanctions": { "status": "clear", "provider": "opensanctions", "checked_at": "2026-07-01T08:59:00Z" },
    "pep": { "status": "match_review", "case_id": "scr_991" }
  }
}

Implementation Notes

• Generate manifest from graph explain_outcome traversal; do not hand-build.
• Store manifest immutably keyed by manifest_id.
• Embed verification URL in PDF reports as QR for committee packs.

Future Work

• Evidence visualization standard for institution UIs
• Zero-knowledge proofs for selective disclosure of drivers
• Linked data (JSON-LD) serialization optional profile