Pith Number

pith:YTD2BKHM

pith:2024:YTD2BKHM4UX3KUZ3ZFNMB7QI22

not attested not anchored not stored refs pending

Improving Data Efficiency via Curating LLM-Driven Rating Systems

Ankit Parag Shah, Chen Qian, Jiaheng Wei, Jinlong Pang, Wei Wei, Yang Liu, Yaxuan Wang, Yujia Bao, Zhaowei Zhu

arxiv:2410.10877 v2 · 2024-10-09 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YTD2BKHM4UX3KUZ3ZFNMB7QI22}

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

CODEBLOCK: Learning to Supervise Code at the Right Granularity

MADS: Model-Aware Diverse Core Set Selection for Instruction Tuning

Receipt and verification

First computed	2026-07-05T10:25:11.745050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4c7a0a8ece52fb5533bc95ac0fe08d6812c818d56eeb33c995851201e9b9239

Aliases

arxiv: 2410.10877 · arxiv_version: 2410.10877v2 · doi: 10.48550/arxiv.2410.10877 · pith_short_12: YTD2BKHM4UX3 · pith_short_16: YTD2BKHM4UX3KUZ3 · pith_short_8: YTD2BKHM

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/YTD2BKHM4UX3KUZ3ZFNMB7QI22 \
  | 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: c4c7a0a8ece52fb5533bc95ac0fe08d6812c818d56eeb33c995851201e9b9239

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f46ff15397471b0e2206e506fc92cd931ef8142693d545835bcf8878599f557",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-09T10:07:55Z",
    "title_canon_sha256": "3bc598cf64b4e68524fe87ded419fd91925130e094cc0a1e679e354f025c9b81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10877",
    "kind": "arxiv",
    "version": 2
  }
}