Pith Number

pith:T73NNZ6J

pith:2024:T73NNZ6JPHKGWR3ZTJ5WX5DPIY

not attested not anchored not stored refs pending

Towards a Systematic Evaluation of Hallucinations in Large-Vision Language Models

Ashish Seth, Chirag Agarwal, Dinesh Manocha

arxiv:2412.20622 v2 · 2024-12-29 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T73NNZ6JPHKGWR3ZTJ5WX5DPIY}

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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

A comprehensive taxonomy of hallucinations in Large Language Models

Receipt and verification

First computed	2026-07-05T10:30:59.694336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ff6d6e7c979d46b47799a7b6bf46f462f5e3b52fb7660f3086d4e9301e9e7f0

Aliases

arxiv: 2412.20622 · arxiv_version: 2412.20622v2 · doi: 10.48550/arxiv.2412.20622 · pith_short_12: T73NNZ6JPHKG · pith_short_16: T73NNZ6JPHKGWR3Z · pith_short_8: T73NNZ6J

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/T73NNZ6JPHKGWR3ZTJ5WX5DPIY \
  | 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: 9ff6d6e7c979d46b47799a7b6bf46f462f5e3b52fb7660f3086d4e9301e9e7f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5a35ac318b8ead438d7a9a90f2447aaef3a288f8792c510c2460db6f02466f1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-29T23:56:01Z",
    "title_canon_sha256": "850fa3cc77b03354658afc3605b9929c101172e09ccc8ea6c86ef5f59591c933"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20622",
    "kind": "arxiv",
    "version": 2
  }
}