Pith Number

pith:N7GCV265

pith:2024:N7GCV265G4PZNBQEB654QR636O

not attested not anchored not stored refs pending

Compute-Constrained Data Selection

Alexander M. Rush, Junjie Oscar Yin

arxiv:2410.16208 v4 · 2024-10-21 · cs.LG · cs.AI · 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{N7GCV265G4PZNBQEB654QR636O}

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

2 papers in Pith

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

Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods

Receipt and verification

First computed	2026-07-05T10:45:38.344899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fcc2aebdd371f9686040fbbc847dbf38d9ee478c105331c0bae01fd2c7a5d3e

Aliases

arxiv: 2410.16208 · arxiv_version: 2410.16208v4 · doi: 10.48550/arxiv.2410.16208 · pith_short_12: N7GCV265G4PZ · pith_short_16: N7GCV265G4PZNBQE · pith_short_8: N7GCV265

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/N7GCV265G4PZNBQEB654QR636O \
  | 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: 6fcc2aebdd371f9686040fbbc847dbf38d9ee478c105331c0bae01fd2c7a5d3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c42ad511ec1bb418032054690619acdd4b9915f7a11795be397c4cf2d449e72",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T17:11:21Z",
    "title_canon_sha256": "63602bde42e74168df4e3bc6f9399585014689c66a5f3920e60765551961ac1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16208",
    "kind": "arxiv",
    "version": 4
  }
}