Claim LD05-HQ-C07 (v1.0)

Non-UK nationals were over-referred by the DWP Universal Credit Advances model in both audited periods; some older groups were over-referred in 2024–25, creating additional verification burden before the final decision.

Research opportunities this claim motivates

What this claim leaves open for research. Each is a hypothesis about a gap, not a finding.

What does being flagged by a fraud-risk model cost claimants before any decision?Non-UK nationals and some older groups were over-referred by the DWP Advances model, creating extra verification burden; the claim does not say they were denied more often because of the model, so the study measures burden, not denial attributable to the model.

Provenance and status

Claim type: FACT (as printed: “FACT”)
Publication status: ELIGIBLE (PERIOD) (as printed: “ELIGIBLE WITH PERIOD QUALIFIER”)
Verification state: CONTENT_VERIFIED_PRIMARY (as printed: “CONTENT VERIFIED”; verified by: UNKNOWN)
Does not license: Claim that non-UK nationals were denied at higher rates solely because of the model
Source (field 6, as printed): DWP Fairness Assessment 2025; DWP Effectiveness Assessment 2026; NAO 2025
Source type (field 7): GOVERNMENT_AUDIT_OR_EVALUATION (as printed: “Official evaluation / independent public audit”)
Institutional position: Government / audit institution
Maturity (claim evidence / publication maturity): RAPIDLY_MATURING (as printed: “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-C07.

Versions:v1.0 · current

Pinned Sources (field 6, version-specific)

“DWP Fairness Assessment 2025” → SRC-LD05-DWP-UC-FAIRNESS-2025--v1.0 — DWP, Universal Credit Advances Model — Fairness Assessment, 17 July 2025; class GOVERNMENT_AUDIT_OR_EVALUATION (explicit public provenance pin)
“DWP Effectiveness Assessment 2026” → SRC-LD05-DWP-UC-EFFECTIVENESS-2026--v1.0 — DWP, Effectiveness Assessment of Universal Credit Advances Model, 9 July 2026; class GOVERNMENT_AUDIT_OR_EVALUATION (explicit public provenance pin)
“NAO 2025” → SRC-LD05-NAO-2025--v1.0 — National Audit Office, DWP fraud/error reporting, 2025; class GOVERNMENT_AUDIT_OR_EVALUATION (explicit public provenance pin)

Read the originals

SRC-LD05-DWP-UC-FAIRNESS-2025: open the original
SRC-LD05-DWP-UC-EFFECTIVENESS-2026: open the original

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-C07	—
2	PUBLIC-FACING CLAIM	Non-UK nationals were over-referred by the DWP Universal Credit Advances model in both audited periods; some older groups were over-referred in 2024–25, creating additional verification burden before the final decision.	—
3	CLAIM TYPE	FACT	base_types: FACT
4	RESEARCH STRAND	F — Distribution and inequality	—
5	MATURITY	RAPIDLY MATURING	states: RAPIDLY_MATURING
6	SOURCE	DWP Fairness Assessment 2025; DWP Effectiveness Assessment 2026; NAO 2025	source_ids: SRC-LD05-DWP-UC-FAIRNESS-2025, SRC-LD05-DWP-UC-EFFECTIVENESS-2026, SRC-LD05-NAO-2025
7	SOURCE TYPE	Official evaluation / independent public audit	classes: GOVERNMENT_AUDIT_OR_EVALUATION
8	INSTITUTIONAL POSITION	Government / audit institution	—
9	SCOPE	UK, 2024–25 and 2025–26	—
10	DESIGN	Fairness/effectiveness audit	—
11	SAMPLE / DATASET	UC Advance requests	—
12	MODEL / TOOL / VERSION	Period-specific live ML models	—
13	COMPARATOR	Referral and rejection rates / random control	—
14	MAIN RESULT	Persistent non-UK over-referral; age disparity documented in 2024–25; extra evidence burden and median delay for legitimate referred cases	—
15	INFERENTIAL TARGET	Distribution of selection burden	—
16	DOES NOT LICENSE	Claim that non-UK nationals were denied at higher rates solely because of the model	—
17	VERIFICATION STATE	CONTENT VERIFIED	state: CONTENT_VERIFIED_PRIMARY · verified_by: UNKNOWN
18	LIMITATIONS	Protected-characteristic coverage incomplete; current model evolves	—
19	CONTRADICTORY / SUPPORTING SOURCES	NAO; DWP self-assessments	—
20	GEOGRAPHY / LANGUAGE	UK/English	—
21	DISTRIBUTIONAL LEDGER	Non-UK nationals; older claimants in 2024–25	—
22	R01 / FIELD-MAP LINKS	D5, D4a, L-A	—
23	WHAT WOULD CHANGE THIS CLAIM?	New assessment showing disparity eliminated	—
24	PUBLICATION STATUS	ELIGIBLE WITH PERIOD QUALIFIER	state: ELIGIBLE · qualifiers: PERIOD
25	RECORDED DATE	2026-09-25	—

Field 22 references resolved against Field Map v0.2: D5 (DOMAIN); D4a (SUB_AREA); L-A (LENS)

Cited by Living Debate versions

LD-05 v0.1

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 ccfa4011218a89295ed66ff1815f86cebab9952f48b4bfe0efd49fa80ebc9fca.

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 07 — LD05-HQ-C07” SHA-256 0d99b4a281762aa87b251076cbbb533609a92bd54d5f409df136f18d0da623db; SocioLens — Programme Status & Authority Register v0.6 status “CURRENT.”; frozen fixture fixtures/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-LD05-DWP-UC-FAIRNESS-2025--v1.0 — basis: field 6 of ENTRY 07 — LD05-HQ-C07 cites "DWP Fairness Assessment 2025"; the frozen field-6 segment of this ClaimVersion's ledger block; Drive-derived identity authority (Issue #37 Source inventory): ledger C06/C07 fields 6–8 ("Official evaluation"); Batch 02 §1; KEY EVIDENCE.
FIELD_6_SOURCE_REFERENCE = SRC-LD05-DWP-UC-EFFECTIVENESS-2026--v1.0 — basis: field 6 of ENTRY 07 — LD05-HQ-C07 cites "DWP Effectiveness Assessment 2026"; the frozen field-6 segment of this ClaimVersion's ledger block; Drive-derived identity authority (Issue #37 Source inventory): ledger C06/C07 fields 6–8; Batch 02 §1; KEY EVIDENCE.
FIELD_6_SOURCE_REFERENCE = SRC-LD05-NAO-2025--v1.0 — basis: field 6 of ENTRY 07 — LD05-HQ-C07 cites "NAO 2025"; the frozen field-6 segment of this ClaimVersion's ledger block; Drive-derived identity authority (Issue #37 Source inventory): ledger C07 ("NAO 2025"; "independent public audit"); Batch 02 ("National Audit Office 2025 report / press material"); KEY EVIDENCE.
SOURCE_PROVENANCE_PIN = SRC-LD05-DWP-UC-FAIRNESS-2025--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.
SOURCE_PROVENANCE_PIN = SRC-LD05-DWP-UC-EFFECTIVENESS-2026--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.
SOURCE_PROVENANCE_PIN = SRC-LD05-NAO-2025--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.