Pith Number

pith:IRCQAV5T

pith:2024:IRCQAV5T3BMPGF4LHG6GZDL57I

not attested not anchored not stored refs pending

Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding

Emilio Monti, Haytham Assem, Jens Lehmann, Zheng Zhao

arxiv:2405.02750 v1 · 2024-05-04 · 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{IRCQAV5T3BMPGF4LHG6GZDL57I}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T08:15:53.272231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44450057b3d858f3178b39bc6c8d7dfa1007e25e55421a02baee5a0eeb02fb99

Aliases

arxiv: 2405.02750 · arxiv_version: 2405.02750v1 · doi: 10.48550/arxiv.2405.02750 · pith_short_12: IRCQAV5T3BMP · pith_short_16: IRCQAV5T3BMPGF4L · pith_short_8: IRCQAV5T

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/IRCQAV5T3BMPGF4LHG6GZDL57I \
  | 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: 44450057b3d858f3178b39bc6c8d7dfa1007e25e55421a02baee5a0eeb02fb99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63098fae35db849132b1bea7ef1f88eb942466715f2f0d31da268c0aaa685dd3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-04T20:38:41Z",
    "title_canon_sha256": "0cd09d13e360f0ec68a32403eb8ed0d8ea9bce2e1823c0f64cddd1a4b4bf5cfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02750",
    "kind": "arxiv",
    "version": 1
  }
}