Pith Number

pith:GKCX3DHP

pith:2024:GKCX3DHPNDP7XTGSIONP44A4Q7

not attested not anchored not stored refs pending

Multi-Object Hallucination in Vision-Language Models

David F. Fouhey, Jianing Yang, Joyce Chai, Shengyi Qian, Sihan Xu, Xuejun Zhang, Xuweiyi Chen, Ziqiao Ma

arxiv:2407.06192 v2 · 2024-07-08 · cs.CV · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{GKCX3DHPNDP7XTGSIONP44A4Q7}

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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

VidHal: Benchmarking Temporal Hallucinations in Vision LLMs

Receipt and verification

First computed	2026-07-05T09:29:31.495611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32857d8cef68dffbccd2439afe701c87d8adaad665085c9b9b3dcad20c9ee91c

Aliases

arxiv: 2407.06192 · arxiv_version: 2407.06192v2 · doi: 10.48550/arxiv.2407.06192 · pith_short_12: GKCX3DHPNDP7 · pith_short_16: GKCX3DHPNDP7XTGS · pith_short_8: GKCX3DHP

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/GKCX3DHPNDP7XTGSIONP44A4Q7 \
  | 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: 32857d8cef68dffbccd2439afe701c87d8adaad665085c9b9b3dcad20c9ee91c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc81a5c46fe3967a68f7adfa71187e7cee0a041e940181d0e17415c8c080707f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-08T17:59:57Z",
    "title_canon_sha256": "dfba89cfad6b8a3481b893d0910f597b4c953f3469e5ab1542fe1e3d0bbbf486"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06192",
    "kind": "arxiv",
    "version": 2
  }
}