Pith Number

pith:3VKYMRST

pith:2024:3VKYMRSTB2ARVCPQDDN6F2U3HH

not attested not anchored not stored refs pending

Unified Hallucination Detection for Multimodal Large Language Models

Chenxi Wang, Huajun Chen, Jinjie Gu, Lei Liang, Ningyu Zhang, Qiang Li, Xiang Chen, Xiaoyan Yang, Yida Xue, Yue Shen

arxiv:2402.03190 v4 · 2024-02-05 · cs.CL · cs.AI · cs.IR · cs.LG · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3VKYMRSTB2ARVCPQDDN6F2U3HH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

4 papers in Pith

Cross Paraphrastic Invariance Learning for Hallucination Detection

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation

Hallucination of Multimodal Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T08:23:16.966263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd558646530e811a89f018dbe2ea9b39d7527549c437395a80617ecf222ce7c7

Aliases

arxiv: 2402.03190 · arxiv_version: 2402.03190v4 · doi: 10.48550/arxiv.2402.03190 · pith_short_12: 3VKYMRSTB2AR · pith_short_16: 3VKYMRSTB2ARVCPQ · pith_short_8: 3VKYMRST

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/3VKYMRSTB2ARVCPQDDN6F2U3HH \
  | 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: dd558646530e811a89f018dbe2ea9b39d7527549c437395a80617ecf222ce7c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "677f40e8e13f8857bc2aea773e0c0c07710f001164303210eaf2c0b083a49295",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-05T16:56:11Z",
    "title_canon_sha256": "df7f5b37bd301e2070ae791fe690fd5c5b8409ddd59d742f85bf496eca172bad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03190",
    "kind": "arxiv",
    "version": 4
  }
}