Pith. sign in
Pith Number

pith:QQ6AFM4J

pith:2025:QQ6AFM4JPHEYYEMW2FWOWXNCFE
not attested not anchored not stored refs pending

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

Chaozhuo Li, Chenxu Wang, Feiran Huang, Litian Zhang, Pengbo Wang, Philip S. Yu, Qiwei Ye, Xi Zhang, Yuanbo Xu, Zheng Liu

arxiv:2507.02870 v1 · 2025-06-06 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QQ6AFM4JPHEYYEMW2FWOWXNCFE}

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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.
Receipt and verification
First computed 2026-07-05T11:31:47.950962Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

843c02b38979c98c1196d16ceb5da229029b4f0d1f4e83f0d45ab072fdb63e14

Aliases

arxiv: 2507.02870 · arxiv_version: 2507.02870v1 · doi: 10.48550/arxiv.2507.02870 · pith_short_12: QQ6AFM4JPHEY · pith_short_16: QQ6AFM4JPHEYYEMW · pith_short_8: QQ6AFM4J
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QQ6AFM4JPHEYYEMW2FWOWXNCFE \
  | 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: 843c02b38979c98c1196d16ceb5da229029b4f0d1f4e83f0d45ab072fdb63e14
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "97c699932cecde09a2550522e9943e8a3e181d54d8cf596832111f963b177037",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-06T10:50:08Z",
    "title_canon_sha256": "51b8cf13e298c066a366ecb6eb2e888b823d5d34e781036dae31815e3162dcff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02870",
    "kind": "arxiv",
    "version": 1
  }
}