Pith Number

pith:RQIXHENV

pith:2024:RQIXHENVFU56KOYVT2CK4ECMEP

not attested not anchored not stored refs pending

A Unified Hallucination Mitigation Framework for Large Vision-Language Models

Liqiang Jing, Xiaopeng Zhang, Yue Chang, Yue Zhang

arxiv:2409.16494 v1 · 2024-09-24 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{RQIXHENVFU56KOYVT2CK4ECMEP}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Hallucination of Multimodal Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T09:11:34.770202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c117391b52d3be53b159e84ae104c23f86b53d9a19c9275c7a50148cb4691b5

Aliases

arxiv: 2409.16494 · arxiv_version: 2409.16494v1 · doi: 10.48550/arxiv.2409.16494 · pith_short_12: RQIXHENVFU56 · pith_short_16: RQIXHENVFU56KOYV · pith_short_8: RQIXHENV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RQIXHENVFU56KOYVT2CK4ECMEP \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 8c117391b52d3be53b159e84ae104c23f86b53d9a19c9275c7a50148cb4691b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d705cf4146670ec1a87a86b2d7a01dab4fa5bdbd110e3aa86e6300b983425a4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-24T22:36:58Z",
    "title_canon_sha256": "4f5f75b5c2ba2a59ea9cd663a800538bbdc8ea547c1391e979d42baaa52413d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.16494",
    "kind": "arxiv",
    "version": 1
  }
}