Pith Number

pith:MHW33XBF

pith:2024:MHW33XBFYGGFIDSM3DKXG2VX6L

not attested not anchored not stored refs pending

Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models

Chaoya Jiang, Haiyang Xu, Hongrui Jia, Ji Zhang, Mengfan Dong, Ming Yan, Shikun Zhang, Wei Ye

arxiv:2402.15721 v2 · 2024-02-24 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{MHW33XBFYGGFIDSM3DKXG2VX6L}

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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

2 papers in Pith

VidHal: Benchmarking Temporal Hallucinations in Vision LLMs

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Receipt and verification

First computed	2026-07-05T09:32:42.309010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61edbddc25c18c540e4cd8d5736ab7f2fc4cbe5ee7040cb5f52c96935c904e18

Aliases

arxiv: 2402.15721 · arxiv_version: 2402.15721v2 · doi: 10.48550/arxiv.2402.15721 · pith_short_12: MHW33XBFYGGF · pith_short_16: MHW33XBFYGGFIDSM · pith_short_8: MHW33XBF

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/MHW33XBFYGGFIDSM3DKXG2VX6L \
  | 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: 61edbddc25c18c540e4cd8d5736ab7f2fc4cbe5ee7040cb5f52c96935c904e18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ea7c9f78e52ce91606637a3acf73182fa0c1b3e97d5427bf6238ff68de1ea7b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-24T05:14:52Z",
    "title_canon_sha256": "a27feb3ef3750a187810857027ce8e84cd9e35431603e7c28b8f3f28fbf47a3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15721",
    "kind": "arxiv",
    "version": 2
  }
}