Pith Number

pith:2RDHHPT6

pith:2024:2RDHHPT6XNX6WTP3LFV7S5TMDQ

not attested not anchored not stored refs pending

Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration

Binhang Yuan, Chi Zhang, Conghui He, Fupeng Sun, Jiahui Peng, Jiantao Qiu, Lijun Wu, Ling Yang, Tianyi Bai, Wentao Zhang, Xinlin Zhuang, Zhen Hao Wong

arxiv:2410.08102 v3 · 2024-10-10 · 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{2RDHHPT6XNX6WTP3LFV7S5TMDQ}

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

GRACE: A Dynamic Coreset Selection Framework for Large Language Model Optimization

Receipt and verification

First computed	2026-07-05T11:17:36.336039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d44673be7ebb6feb4dfb596bf9766c1c21f0e27b1d21f89d5eb1f1fd04822b72

Aliases

arxiv: 2410.08102 · arxiv_version: 2410.08102v3 · doi: 10.48550/arxiv.2410.08102 · pith_short_12: 2RDHHPT6XNX6 · pith_short_16: 2RDHHPT6XNX6WTP3 · pith_short_8: 2RDHHPT6

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/2RDHHPT6XNX6WTP3LFV7S5TMDQ \
  | 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: d44673be7ebb6feb4dfb596bf9766c1c21f0e27b1d21f89d5eb1f1fd04822b72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89c725f1e5107681ed03bd82ddd3ae125ad2085a4dd40560588a03f043f9e96f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-10T16:45:28Z",
    "title_canon_sha256": "a208eb66160dbd024118ff901050e0bf4678dcec9d40cf8800856aaf9c453e50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08102",
    "kind": "arxiv",
    "version": 3
  }
}