Pith Number

pith:5ZXMX3WH

pith:2023:5ZXMX3WHATNIMWLKCVFQUKP625

not attested not anchored not stored refs pending

Cognitive Mirage: A Review of Hallucinations in Large Language Models

Aijia Zhang, Hongbin Ye, Tong Liu, Wei Hua, Weiqiang Jia

arxiv:2309.06794 v1 · 2023-09-13 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5ZXMX3WHATNIMWLKCVFQUKP625}

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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

7 papers in Pith

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Stability vs. Manipulability: Evaluating Robustness Under Post-Decision Interaction in LLM Judges

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows

A Survey on the Memory Mechanism of Large Language Model based Agents

Receipt and verification

First computed	2026-07-05T06:50:22.556374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee6ecbeec704da86596a154b0a29fed755b845e37674c358f4a3ceedbe596756

Aliases

arxiv: 2309.06794 · arxiv_version: 2309.06794v1 · doi: 10.48550/arxiv.2309.06794 · pith_short_12: 5ZXMX3WHATNI · pith_short_16: 5ZXMX3WHATNIMWLK · pith_short_8: 5ZXMX3WH

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/5ZXMX3WHATNIMWLKCVFQUKP625 \
  | 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: ee6ecbeec704da86596a154b0a29fed755b845e37674c358f4a3ceedbe596756

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "723d56a2ad21cc60a68e5ec7f74f3eeaf5d08951c2498b4170586f9100730337",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-13T08:33:09Z",
    "title_canon_sha256": "ceb84931334b61e1f543e8ffd6a4e0214cdd65589583e6c930b10305389ef88d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06794",
    "kind": "arxiv",
    "version": 1
  }
}