Pith Number

pith:FIZI5DGZ

pith:2025:FIZI5DGZ6MEUTRZQMBRKICRW7K

not attested not anchored not stored refs pending

Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation

Jiaxin Zhang, Kamalika Das, Peng Li, Wendi Cui, Xiang Gao, Yu Wang

arxiv:2503.08963 v2 · 2025-03-11 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FIZI5DGZ6MEUTRZQMBRKICRW7K}

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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

Automated Attention Pattern Discovery at Scale in Large Language Models

Receipt and verification

First computed	2026-07-05T11:32:25.942931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a328e8cd9f30949c7306062a40a36fab0687ff441c7f8b8c185a9dc473f4fb6

Aliases

arxiv: 2503.08963 · arxiv_version: 2503.08963v2 · doi: 10.48550/arxiv.2503.08963 · pith_short_12: FIZI5DGZ6MEU · pith_short_16: FIZI5DGZ6MEUTRZQ · pith_short_8: FIZI5DGZ

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/FIZI5DGZ6MEUTRZQMBRKICRW7K \
  | 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: 2a328e8cd9f30949c7306062a40a36fab0687ff441c7f8b8c185a9dc473f4fb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "741322c9ddea0a1c81f94b1ec9877ad1d9f0f27593c1e2d7349be10df0b0db4f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-11T23:55:45Z",
    "title_canon_sha256": "f327f1ed09df3f8932848c478899c60f3ade8116c40029794616aaa3e477d665"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.08963",
    "kind": "arxiv",
    "version": 2
  }
}