Pith Number

pith:2JDO5NGC

pith:2024:2JDO5NGCSZCFU6MJA22F6HJSCB

not attested not anchored not stored refs pending

Strong hallucinations from negation and how to fix them

Nicholas Asher, Swarnadeep Bhar

arxiv:2402.10543 v2 · 2024-02-16 · 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{2JDO5NGCSZCFU6MJA22F6HJSCB}

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

Investigating Symbolic Triggers of Hallucination in Gemma Models Across HaluEval and TruthfulQA

Receipt and verification

First computed	2026-07-05T08:57:00.520701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d246eeb4c296445a798906b45f1d3210723b33f7c1d7caa5c7385b2ffc3e600b

Aliases

arxiv: 2402.10543 · arxiv_version: 2402.10543v2 · doi: 10.48550/arxiv.2402.10543 · pith_short_12: 2JDO5NGCSZCF · pith_short_16: 2JDO5NGCSZCFU6MJ · pith_short_8: 2JDO5NGC

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/2JDO5NGCSZCFU6MJA22F6HJSCB \
  | 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: d246eeb4c296445a798906b45f1d3210723b33f7c1d7caa5c7385b2ffc3e600b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b84dd70e45bbeaaf13e0b1d8ead2df071550fc67cb003b38e81ff61e8de949b5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-16T10:11:20Z",
    "title_canon_sha256": "7b85574f948197d592f3074ac0f49ecdc12e9db093081dab25ff332b20f88a82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10543",
    "kind": "arxiv",
    "version": 2
  }
}