Pith Number

pith:F62P7YFE

pith:2025:F62P7YFE533KH5A3B66HV2MBWM

not attested not anchored not stored refs pending

AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection

Ge Zhang, Kai Hua, Ke Shen, Steven Wu

arxiv:2505.07293 v1 · 2025-05-12 · 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{F62P7YFE533KH5A3B66HV2MBWM}

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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

Hubs or Fringes: Pretraining Data Selection via Web Graph Centrality

Receipt and verification

First computed	2026-07-05T11:01:45.665172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fb4ffe0a4eef6a3f41b0fbc7ae981b32e7da08d44dd7e892e7e3ec936fedf4f

Aliases

arxiv: 2505.07293 · arxiv_version: 2505.07293v1 · doi: 10.48550/arxiv.2505.07293 · pith_short_12: F62P7YFE533K · pith_short_16: F62P7YFE533KH5A3 · pith_short_8: F62P7YFE

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/F62P7YFE533KH5A3B66HV2MBWM \
  | 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: 2fb4ffe0a4eef6a3f41b0fbc7ae981b32e7da08d44dd7e892e7e3ec936fedf4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96a30d920749f37c08d4d6076a80cb2a2672cd2211767837b4b6cf2c4d310007",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-12T07:25:51Z",
    "title_canon_sha256": "f25ecf6175d2efdd89fe1b86c68b1075628c642132019d01c93db8bda20e56b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07293",
    "kind": "arxiv",
    "version": 1
  }
}