Claim LD05-HQ-C17 (v1.0)
For AI-mediated administrative processes, effective contestability depends partly on process provenance—knowing whether a system selected the case, influenced routing, or generated part of the evidentiary record.
Research opportunities this claim motivates
What this claim leaves open for research. Each is a hypothesis about a gap, not a finding.
- Does telling reviewers a case was picked by a risk model change what they decide?Says contestability depends partly on knowing whether a system selected the case; the experiment measures one consequence of that knowledge (reviewer behaviour), not the legal question of disclosure.
- How many AI transcription errors survive social workers' checks into case records?Contestability depends partly on knowing whether a system generated part of the evidentiary record; the study's citizen-review component tests whether people can spot and correct AI-generated content in their own records.
- In contracts for public decision systems, who controls thresholds, variables and updates?Contestability depends on knowing whether and how a system selected or routed a case; contract terms on documentation and audit rights determine whether the agency can even supply that information.
Provenance and status
- Claim type
- INTERPRETATION (as printed: “INTERPRETATION”)
- Publication status
- ELIGIBLE (as printed: “ELIGIBLE”)
- Verification state
- CONTENT_VERIFIED_PRIMARY (as printed: “CONTENT VERIFIED”; verified by: UNKNOWN)
- Does not license
- Universal legal requirement for a particular disclosure mechanism
- Source (field 6, as printed)
- DWP; Home Office; Ada Lovelace; Robodebt synthesis
- Source type (field 7)
- MULTIPLE_SOURCE_TYPES (as printed: “Multiple official/legal/qualitative sources”)
- Institutional position
- Mixed
- Maturity (claim evidence / publication maturity)
- EMERGING, RAPIDLY_MATURING (as printed: “EMERGING / RAPIDLY MATURING”)
- Recorded date
- 2026-09-25
- Currentness / correction
- This is the current version. No correction or concern relation is recorded on its Sources.
Version
Current version v1.0, resolved through the explicit current pointer CLAIM--LD05-HQ-C17.
Pinned Sources (field 6, version-specific)
- “DWP; Home Office; Ada Lovelace; Robodebt synthesis” → SRC-R04-HQ-CONTESTABILITY-PROVENANCE-SYNTHESIS--v1.0 — DWP; Home Office; Ada Lovelace; Robodebt synthesis; class MULTIPLE_SOURCE_TYPES (explicit public provenance pin)
All 25 canonical Claim fields (raw values and normalized values)
| # | Canonical field | Canonical value (verbatim) | Normalized (Claim Value Vocabulary v1.0.2) |
|---|---|---|---|
| 1 | CLAIM ID | LD05-HQ-C17 | — |
| 2 | PUBLIC-FACING CLAIM | For AI-mediated administrative processes, effective contestability depends partly on process provenance—knowing whether a system selected the case, influenced routing, or generated part of the evidentiary record. | — |
| 3 | CLAIM TYPE | INTERPRETATION | base_types: INTERPRETATION |
| 4 | RESEARCH STRAND | E — Contestability, appeals and due process | — |
| 5 | MATURITY | EMERGING / RAPIDLY MATURING | states: EMERGING, RAPIDLY_MATURING |
| 6 | SOURCE | DWP; Home Office; Ada Lovelace; Robodebt synthesis | source_ids: SRC-R04-HQ-CONTESTABILITY-PROVENANCE-SYNTHESIS |
| 7 | SOURCE TYPE | Multiple official/legal/qualitative sources | classes: MULTIPLE_SOURCE_TYPES |
| 8 | INSTITUTIONAL POSITION | Mixed | — |
| 9 | SCOPE | Selection, routing, review and record-making in public administration | — |
| 10 | DESIGN | Cross-case synthesis | — |
| 11 | SAMPLE / DATASET | Multiple systems | — |
| 12 | MODEL / TOOL / VERSION | Multiple | — |
| 13 | COMPARATOR | Visible vs hidden system involvement | — |
| 14 | MAIN RESULT | Contestability is weakened where affected people/reviewers cannot identify the stage at which the system shaped scrutiny or evidence | — |
| 15 | INFERENTIAL TARGET | Conditions for effective contestability | — |
| 16 | DOES NOT LICENSE | Universal legal requirement for a particular disclosure mechanism | — |
| 17 | VERIFICATION STATE | CONTENT VERIFIED | state: CONTENT_VERIFIED_PRIMARY · verified_by: UNKNOWN |
| 18 | LIMITATIONS | Cross-case conceptual synthesis; remedy-effectiveness evidence remains uneven | — |
| 19 | CONTRADICTORY / SUPPORTING SOURCES | Ada watermark/provenance recommendation; DWP reviewer blindness; Home Office transparency record; Robodebt review recommendations | — |
| 20 | GEOGRAPHY / LANGUAGE | UK/Australia + cross-case | — |
| 21 | DISTRIBUTIONAL LEDGER | Hidden process involvement can raise correction burden for already scrutinised groups | — |
| 22 | R01 / FIELD-MAP LINKS | D5, D6.4, R-1, L-C | — |
| 23 | WHAT WOULD CHANGE THIS CLAIM? | Evidence that undisclosed upstream system involvement does not impair review/correction | — |
| 24 | PUBLICATION STATUS | ELIGIBLE | state: ELIGIBLE |
| 25 | RECORDED DATE | 2026-09-25 | — |
Field 22 references resolved against Field Map v0.2: D5 (DOMAIN); D6.4 (SUB_AREA); R-1 (LENS); L-C (LENS)
Cited by Living Debate versions
Research-of-record provenance
Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 338d6eb5d5e7128cec81b3e20cad1d90c4d5e3903ccd93fa373167295cb826e8.
Frozen Drive-derived inputs
- R04 — LD-05 Canonical Claim Ledger v1.0 — LOCKED (v1.0) — Drive ID
1WkAv7jmWIrr1GBmYSv66jDc8m222Yd9z; revision: NOT_EXPOSED_BY_DRIVE_TEXT_EXPORT; Drive modified ; block “ENTRY 17 — LD05-HQ-C17” SHA-256c5a5127673a52632e5081ceafdb37dd0ae00f8d46796c279f9ed4e9464faad4a; SocioLens — Programme Status & Authority Register v0.6 status “CURRENT.”; frozen fixturefixtures/frozen/r04-ld05-claim-ledger-v1.0.
Builder decisions (not Drive data)
- VERSION = v1.0 — basis: Claim version taken from the canonical ledger artifact version (R04 — LD-05 Canonical Claim Ledger v1.0); Implementation Architecture Selection §5
- CURRENT_POINTER = true — basis: SocioLens — Programme Status & Authority Register v0.6 status for "R04 — LD-05 Canonical Claim Ledger v1.0 — LOCKED": "CURRENT."
- FIELD_6_SOURCE_REFERENCE = SRC-R04-HQ-CONTESTABILITY-PROVENANCE-SYNTHESIS--v1.0 — basis: field 6 of ENTRY 17 — LD05-HQ-C17 cites "DWP; Home Office; Ada Lovelace; Robodebt synthesis"; Central HQ ruling embedded in Issue (this issue), item 5; the citation is the whole verbatim frozen field-6 text of this ClaimVersion, equal to the composite Source's canonical label.
- SOURCE_PROVENANCE_PIN = SRC-R04-HQ-CONTESTABILITY-PROVENANCE-SYNTHESIS--v1.0 — basis: Issue #5 proof rendering (Architecture Proof Protocol v0.1 AP-08 / Amendment v1.2 §6): explicit version-pinned public provenance of this ClaimVersion — the pinned field-6 Source record.