Pith Number

pith:PZMHP7F6

pith:2023:PZMHP7F6BS22T5RIU3WQYBDRIL

not attested not anchored not stored refs pending

HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models

Jian-Yun Nie, Ji-Rong Wen, Junyi Li, Wayne Xin Zhao, Xiaoxue Cheng

arxiv:2305.11747 v3 · 2023-05-19 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PZMHP7F6BS22T5RIU3WQYBDRIL}

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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

24 papers in Pith

LLM-as-an-Investigator: Evidence-First Reasoning for Robust Interactive Problem Diagnosis

Analyzing the Correlation Between Hallucinations and Knowledge Conflicts in Large Language Models

Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

MultiHaluDet: Multilingual Hallucination Detection via LLM Hidden State Probing

Receipt and verification

First computed	2026-07-05T07:03:24.877151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e5877fcbe0cb5a9f628a6ed0c047142cd8c2f90658a303daba4da98ac33aa42

Aliases

arxiv: 2305.11747 · arxiv_version: 2305.11747v3 · doi: 10.48550/arxiv.2305.11747 · pith_short_12: PZMHP7F6BS22 · pith_short_16: PZMHP7F6BS22T5RI · pith_short_8: PZMHP7F6

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/PZMHP7F6BS22T5RIU3WQYBDRIL \
  | 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: 7e5877fcbe0cb5a9f628a6ed0c047142cd8c2f90658a303daba4da98ac33aa42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a44b785a21811afc6c3ac560b93ae1076151577b2314d7d166d58ac438d68d5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-19T15:36:27Z",
    "title_canon_sha256": "02c763aec9d5064d1eb7c18dc6d5ef2353725ebd3ac15a51fe90a68e654d8580"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11747",
    "kind": "arxiv",
    "version": 3
  }
}