Claim LD10-HQ-C22 (v1.0)
Within a large fact-check dataset, generative-AI media rose relatively recently while simple context manipulation remained the majority through November 2023.
Provenance and status
- Claim type
- ESTIMATE (as printed: “ESTIMATE”)
- Publication status
- ELIGIBLE (DENOMINATOR_VISIBLE) (as printed: “ELIGIBLE WITH DENOMINATOR QUALIFIER”)
- Verification state
- CONTENT_VERIFIED_PRIMARY (ABSTRACT_ONLY) (as printed: “CONTENT VERIFIED ABSTRACT”; verified by: UNKNOWN)
- Does not license
- Population prevalence or exposure
- Source (field 6, as printed)
- Dufour et al., AMMeBa, arXiv:2405.11697
- Source type (field 7)
- PREPRINT (as printed: “Preprint / dataset”)
- Institutional position
- Mixed research + fact-checking ecosystem
- Maturity (claim evidence / publication maturity)
- EMERGING (as printed: “EMERGING”)
- Recorded date
- 2026-09-25
- Currentness / correction
- This is the current version. No correction or concern relation is recorded on its Sources.
Version
Pinned version v1.0 (entry LD10-HQ-C22--v1.0) — this page never floats to newer evidence.
This pinned version is also the current version.
Pinned Sources (field 6, version-specific)
- “Dufour et al., AMMeBa, arXiv:2405.11697” → SRC-LD10-DUFOUR-AMMEBA-ARXIV-2405-11697--v1.0 — Dufour et al., AMMeBa, arXiv:2405.11697; class PREPRINT (explicit public provenance pin)
Read the originals
- SRC-LD10-DUFOUR-AMMEBA-ARXIV-2405-11697: 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 | LD10-HQ-C22 | — |
| 2 | PUBLIC-FACING CLAIM | Within a large fact-check dataset, generative-AI media rose relatively recently while simple context manipulation remained the majority through November 2023. | — |
| 3 | CLAIM TYPE | ESTIMATE | base_types: ESTIMATE |
| 4 | RESEARCH STRAND | D — Synthetic content & reach | — |
| 5 | MATURITY | EMERGING | states: EMERGING |
| 6 | SOURCE | Dufour et al., AMMeBa, arXiv:2405.11697 | source_ids: SRC-LD10-DUFOUR-AMMEBA-ARXIV-2405-11697 |
| 7 | SOURCE TYPE | Preprint / dataset | classes: PREPRINT |
| 8 | INSTITUTIONAL POSITION | Mixed research + fact-checking ecosystem | — |
| 9 | SCOPE | Public ClaimReview fact checks through Nov 2023 | — |
| 10 | DESIGN | Annotated fact-check corpus | — |
| 11 | SAMPLE / DATASET | 135,838 fact checks | — |
| 12 | MODEL / TOOL / VERSION | n.a. | — |
| 13 | COMPARATOR | Manipulation types over time | — |
| 14 | MAIN RESULT | GenAI content rose after heavy press attention; simple/context manipulation still majority | — |
| 15 | INFERENTIAL TARGET | Composition of fact-checked misinformation | — |
| 16 | DOES NOT LICENSE | Population prevalence or exposure | — |
| 17 | VERIFICATION STATE | CONTENT VERIFIED ABSTRACT | state: CONTENT_VERIFIED_PRIMARY · qualifiers: ABSTRACT_ONLY · verified_by: UNKNOWN |
| 18 | LIMITATIONS | Fact-checker-selection denominator; old endpoint | — |
| 19 | CONTRADICTORY / SUPPORTING SOURCES | C21 election monitoring also finds limited detected viral cases | — |
| 20 | GEOGRAPHY / LANGUAGE | Multi-country | — |
| 21 | DISTRIBUTIONAL LEDGER | NO EVIDENCE LOCATED | — |
| 22 | R01 / FIELD-MAP LINKS | D7, D4b, R-1 | — |
| 23 | WHAT WOULD CHANGE THIS CLAIM? | Post-2023 exposure-weighted dataset | — |
| 24 | PUBLICATION STATUS | ELIGIBLE WITH DENOMINATOR QUALIFIER | state: ELIGIBLE · qualifiers: DENOMINATOR_VISIBLE |
| 25 | RECORDED DATE | 2026-09-25 | — |
Field 22 references resolved against Field Map v0.2: D7 (DOMAIN); D4b (SUB_AREA); R-1 (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 abb9504b90d73a54f163314a7cf06a0423b619c64116f53ae9f0bc0f633ba26e.
Frozen Drive-derived inputs
- R07 — LD-10 Canonical Claim Ledger v1.0 — LOCKED (v1.0) — Drive ID
1f9tgGnqv80_UyhW0kCgcnTgWNPlx-DYM; revision: NOT_EXPOSED_BY_DRIVE_TEXT_EXPORT; Drive modified ; block “ENTRY 22 — LD10-HQ-C22 ” SHA-2567e27f6dbe1d1fbcb4ef2c259b5484329e373e88d75ffd248dc5504d509efbe29; SocioLens — Programme Status & Authority Register v0.6 status “CURRENT.”; frozen fixturefixtures/frozen/r07-ld10-claim-ledger-v1.0-canonical.
Builder decisions (not Drive data)
- VERSION = v1.0 — basis: Claim version taken from the canonical ledger artifact version (R07 — LD-10 Canonical Claim Ledger v1.0); Implementation Architecture Selection §5 logical_id/version convention.
- CURRENT_POINTER = true — basis: SocioLens — Programme Status & Authority Register v0.6 status for "R07 — LD-10 Canonical Claim Ledger v1.0 — LOCKED": "CURRENT."
- FIELD_6_SOURCE_REFERENCE = SRC-LD10-DUFOUR-AMMEBA-ARXIV-2405-11697--v1.0 — basis: field 6 of ENTRY 22 — LD10-HQ-C22 cites "Dufour et al., AMMeBa, arXiv:2405.11697"; the frozen field-6 segment of this ClaimVersion's ledger block (fixtures/frozen/r07-ld10-claim-ledger-v1.0-canonical); Drive-derived identity authority (Issue #53 Source inventory, factory-hq decision HQ-ESC-sociolens-ld10-t5-20261011T050405Z-01 ruling 3 inventory S15): R07 Batch 03 lines 60, 62; ledger C22 fields 6/7/8.
- SOURCE_PROVENANCE_PIN = SRC-LD10-DUFOUR-AMMEBA-ARXIV-2405-11697--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 "Dufour et al., AMMeBa, arXiv:2405.11697"; Drive-derived identity authority (Issue #53 Source inventory, factory-hq decision HQ-ESC-sociolens-ld10-t5-20261011T050405Z-01 ruling 3 inventory S15): R07 Batch 03 lines 60, 62; ledger C22 fields 6/7/8.