Pith Number

pith:AIXQYZU3

pith:2024:AIXQYZU32EHAWWJTTO4YADCHFH

not attested not anchored not stored refs pending

Minimum Tuning to Unlock Long Output from LLMs with High Quality Data as the Key

Daoze Zhang, Jintao Huang, Xingjun Wang, Yingda Chen, Yunlin Mao, Yuze Zhao

arxiv:2410.10210 v2 · 2024-10-14 · 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{AIXQYZU32EHAWWJTTO4YADCHFH}

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.

Receipt and verification

First computed	2026-07-05T09:20:49.739155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

022f0c669bd10e0b59339bb9800c4729d3f7ddfb16eb202d6a013ebf60340442

Aliases

arxiv: 2410.10210 · arxiv_version: 2410.10210v2 · doi: 10.48550/arxiv.2410.10210 · pith_short_12: AIXQYZU32EHA · pith_short_16: AIXQYZU32EHAWWJT · pith_short_8: AIXQYZU3

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/AIXQYZU32EHAWWJTTO4YADCHFH \
  | 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: 022f0c669bd10e0b59339bb9800c4729d3f7ddfb16eb202d6a013ebf60340442

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74c768cff5b831bb9a0ed76968059f0c38ba133eb3f3e6db722bedb1228a46bd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-14T07:09:02Z",
    "title_canon_sha256": "f2bd40ad4f25411f1cf8ec3abd03965218876e6f4d141c83398bf059e0416280"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10210",
    "kind": "arxiv",
    "version": 2
  }
}