Pith Number

pith:G4FO4KAW

pith:2024:G4FO4KAWZGNZGA4L6O2OQWDU7R

not attested not anchored not stored refs pending

INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Chao Chen, Jieping Ye, Kai Liu, Mingyuan Tao, Yi Gu, Yue Wu, Ze Chen, Zhihang Fu

arxiv:2402.03744 v2 · 2024-02-06 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G4FO4KAWZGNZGA4L6O2OQWDU7R}

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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

21 papers in Pith

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MultiHaluDet: Multilingual Hallucination Detection via LLM Hidden State Probing

AURORA: Asymmetry and Update-Induced Rotation for Robust Hallucination Detection in Large Language Models

VLAConf: Calibrated Task-Success Confidence for Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T09:23:02.831592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

370aee2816c99b93038bf3b4e85874fc6f2ae5233def67253e05e80969af6693

Aliases

arxiv: 2402.03744 · arxiv_version: 2402.03744v2 · doi: 10.48550/arxiv.2402.03744 · pith_short_12: G4FO4KAWZGNZ · pith_short_16: G4FO4KAWZGNZGA4L · pith_short_8: G4FO4KAW

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/G4FO4KAWZGNZGA4L6O2OQWDU7R \
  | 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: 370aee2816c99b93038bf3b4e85874fc6f2ae5233def67253e05e80969af6693

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c4db05f6f55a8a586bd7dc5e522f48a3b194ee549535db0c181ab7beb4ed6ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-06T06:23:12Z",
    "title_canon_sha256": "32a87b16bbcbb9c09ab6fd4ea09593e19f1ba2ef1b6b11ab2bbca261aa1d3586"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03744",
    "kind": "arxiv",
    "version": 2
  }
}