Pith Number

pith:SEMGOWVP

pith:2024:SEMGOWVPHY2CNA7MP3PB7E7LZP

not attested not anchored not stored refs pending

Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators

Dingkang Yang, Dongling Xiao, Jinjie Wei, Ke Li, Lihua Zhang, Mingcheng Li, Zhaoyu Chen

arxiv:2408.12325 v5 · 2024-08-22 · 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{SEMGOWVPHY2CNA7MP3PB7E7LZP}

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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	2026-07-05T10:05:12.391495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9118675aaf3e342683ec7ede1f93ebcbc5d7b107d2a36e19b3c9bfdc52716e4e

Aliases

arxiv: 2408.12325 · arxiv_version: 2408.12325v5 · doi: 10.48550/arxiv.2408.12325 · pith_short_12: SEMGOWVPHY2C · pith_short_16: SEMGOWVPHY2CNA7M · pith_short_8: SEMGOWVP

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/SEMGOWVPHY2CNA7MP3PB7E7LZP \
  | 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: 9118675aaf3e342683ec7ede1f93ebcbc5d7b107d2a36e19b3c9bfdc52716e4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04a523147dfab4f6c77afaf05e1bd57fb32616bce7c804d843c8faf8753c1a59",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-22T12:00:31Z",
    "title_canon_sha256": "22a0fdba5a932f09fce5835d2c651d6a960deee0fcbc4f9f75b9dbc2caa299b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12325",
    "kind": "arxiv",
    "version": 5
  }
}