Pith Number

pith:TBEAAFIA

pith:2025:TBEAAFIA5572XPU2QNFO3AA3VJ

not attested not anchored not stored refs pending

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation

Conghui He, Dahua Lin, Fengshuo Bai, Jiahe Song, Jiang Wu, Lijun Wu, Runchuan Zhu, Zhipeng Ma, Zinco Jiang

arxiv:2502.05911 v1 · 2025-02-09 · 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{TBEAAFIA5572XPU2QNFO3AA3VJ}

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

Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation

Receipt and verification

First computed	2026-07-05T10:11:45.128163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9848001500ef7fabbe9a834aed801baa5007f780313672c93a779c755895da54

Aliases

arxiv: 2502.05911 · arxiv_version: 2502.05911v1 · doi: 10.48550/arxiv.2502.05911 · pith_short_12: TBEAAFIA5572 · pith_short_16: TBEAAFIA5572XPU2 · pith_short_8: TBEAAFIA

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/TBEAAFIA5572XPU2QNFO3AA3VJ \
  | 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: 9848001500ef7fabbe9a834aed801baa5007f780313672c93a779c755895da54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92b5c16430030c7885b3d00013a9d339dbe5f88bdfa84f751adeec63cc4e0a08",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-09T14:11:30Z",
    "title_canon_sha256": "28a81fb0cdbcc0d07f0042b2522d25ebf723a4e98dd2e9bb03df002de193d33c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05911",
    "kind": "arxiv",
    "version": 1
  }
}