Pith Number

pith:Y5TO7FAJ

pith:2023:Y5TO7FAJHUOZFHJYNGVIEZORUK

not attested not anchored not stored refs pending

Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis

Li Du, Xiang Li, Xingrun Xing, Xin Jiang, Xuezhi Fang, Yequan Wang, Yiqun Ya

arxiv:2309.05217 v1 · 2023-09-11 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y5TO7FAJHUOZFHJYNGVIEZORUK}

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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

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models

Receipt and verification

First computed	2026-07-05T06:49:32.284945Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c766ef94093d1d929d3869aa8265d1a296af9e0dd371f4c0b70057cf9c6a19ce

Aliases

arxiv: 2309.05217 · arxiv_version: 2309.05217v1 · doi: 10.48550/arxiv.2309.05217 · pith_short_12: Y5TO7FAJHUOZ · pith_short_16: Y5TO7FAJHUOZFHJY · pith_short_8: Y5TO7FAJ

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/Y5TO7FAJHUOZFHJYNGVIEZORUK \
  | 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: c766ef94093d1d929d3869aa8265d1a296af9e0dd371f4c0b70057cf9c6a19ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66b353b3c9011bf837e91af3fbf5bfdc73165f6ae879655e96f5950c016e06f7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-09-11T03:35:00Z",
    "title_canon_sha256": "ce59bf942d6dd6aa15639b2a5052fa3d8badfcffbc5350355125d18dcdb6d280"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05217",
    "kind": "arxiv",
    "version": 1
  }
}