Pith Number

pith:75B2TBSR

pith:2024:75B2TBSRUCGPVGRCB3MWLPFD7L

not attested not anchored not stored refs pending

100% Elimination of Hallucinations on RAGTruth for GPT-4 and GPT-3.5 Turbo

Adam A. Forbes, Michael C. Wood

arxiv:2412.05223 v2 · 2024-12-06 · 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{75B2TBSRUCGPVGRCB3MWLPFD7L}

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

Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables

Receipt and verification

First computed	2026-07-05T10:39:24.090649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff43a98651a08cfa9a220ed965bca3facc276048ca43289dc51126f713c0b36b

Aliases

arxiv: 2412.05223 · arxiv_version: 2412.05223v2 · doi: 10.48550/arxiv.2412.05223 · pith_short_12: 75B2TBSRUCGP · pith_short_16: 75B2TBSRUCGPVGRC · pith_short_8: 75B2TBSR

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/75B2TBSRUCGPVGRCB3MWLPFD7L \
  | 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: ff43a98651a08cfa9a220ed965bca3facc276048ca43289dc51126f713c0b36b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afcefb1a78f5fa8c6e3a9f4f05b66142262b6e44f8e7a857da8a6a85aad8ac61",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-06T17:54:54Z",
    "title_canon_sha256": "65b8e0bce626f9256e13fd81827c69a31690239cb29502ec8d2d1769ce81dff5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05223",
    "kind": "arxiv",
    "version": 2
  }
}