Pith Number

pith:MQFPBYMR

pith:2023:MQFPBYMR4BP6YLBB6EE2ICCRVW

not attested not anchored not stored refs pending

Generating Benchmarks for Factuality Evaluation of Language Models

Amnon Shashua, Dor Muhlgay, Inbal Magar, Kevin Leyton-Brown, Nir Ratner, Omri Abend, Ori Ram, Yoav Levine, Yoav Shoham, Yonatan Belinkov

arxiv:2307.06908 v2 · 2023-07-13 · 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{MQFPBYMR4BP6YLBB6EE2ICCRVW}

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

4 papers in Pith

Mitigating Hallucinations in Large Language Models Via Decoder Layer Skipping

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Corrective Retrieval Augmented Generation

Receipt and verification

First computed	2026-07-05T07:40:55.064707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

640af0e191e05fec2c21f109a40851ad8705d60223cefec069dffaa80dac28d3

Aliases

arxiv: 2307.06908 · arxiv_version: 2307.06908v2 · doi: 10.48550/arxiv.2307.06908 · pith_short_12: MQFPBYMR4BP6 · pith_short_16: MQFPBYMR4BP6YLBB · pith_short_8: MQFPBYMR

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/MQFPBYMR4BP6YLBB6EE2ICCRVW \
  | 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: 640af0e191e05fec2c21f109a40851ad8705d60223cefec069dffaa80dac28d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bbc239d63bcb083b1347defd5409c616ad650390c4e670217f3a6b4bba31d14",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-13T17:14:38Z",
    "title_canon_sha256": "30bc199102133cd53a3cd6f808ddcb4343e0d99003356f58647aabc3448a1ff5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.06908",
    "kind": "arxiv",
    "version": 2
  }
}