Pith Number

pith:Z3V4FWGS

pith:2024:Z3V4FWGSUMKW6AQSMDJQ2VSSS2

not attested not anchored not stored refs pending

PFME: A Modular Approach for Fine-grained Hallucination Detection and Editing of Large Language Models

Chenghua Lin, Chen Li, Kunquan Deng, Min Gao, Wenge Rong, Zeyu Huang

arxiv:2407.00488 v1 · 2024-06-29 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z3V4FWGSUMKW6AQSMDJQ2VSSS2}

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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

FRED: Financial Retrieval-Enhanced Detection and Editing of Hallucinations in Language Models

Receipt and verification

First computed	2026-07-05T08:38:20.418508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ceebc2d8d2a3156f021260d30d5652969b39fb4baa84aa872c95e53b5cbd57f4

Aliases

arxiv: 2407.00488 · arxiv_version: 2407.00488v1 · doi: 10.48550/arxiv.2407.00488 · pith_short_12: Z3V4FWGSUMKW · pith_short_16: Z3V4FWGSUMKW6AQS · pith_short_8: Z3V4FWGS

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/Z3V4FWGSUMKW6AQSMDJQ2VSSS2 \
  | 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: ceebc2d8d2a3156f021260d30d5652969b39fb4baa84aa872c95e53b5cbd57f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4de1eb48b4184975351f93918bb8270f313d679b44e88da7f7aef7947887d02b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-29T16:35:57Z",
    "title_canon_sha256": "d5031f26cdbae1bc8eb7e1454d385f396ac74d2c6348123748e47568d6092f05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.00488",
    "kind": "arxiv",
    "version": 1
  }
}