Pith Number

pith:AHSLECIH

pith:2025:AHSLECIHUKA77BSFGYTQWTS3LQ

not attested not anchored not stored refs pending

GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation

Huanjun Kong, Jinzhe Li, Nanqing Dong, Wanli Jiang, Wanli Ouyang, Zhonghang Yuan, Zihong Chen

arxiv:2505.20416 v1 · 2025-05-26 · 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{AHSLECIHUKA77BSFGYTQWTS3LQ}

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

6 papers in Pith

LoHoSearch: Benchmarking Long-Horizon Search Agents Beyond the Human Difficulty Ceiling

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications?

EmbGen: Teaching with Reassembled Corpora

MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs

Receipt and verification

First computed	2026-07-05T11:10:12.297537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01e4b20907a281ff864536270b4e5b5c2a4daea7a46d15beebdc39f95bfc02f2

Aliases

arxiv: 2505.20416 · arxiv_version: 2505.20416v1 · doi: 10.48550/arxiv.2505.20416 · pith_short_12: AHSLECIHUKA7 · pith_short_16: AHSLECIHUKA77BSF · pith_short_8: AHSLECIH

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/AHSLECIHUKA77BSFGYTQWTS3LQ \
  | 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: 01e4b20907a281ff864536270b4e5b5c2a4daea7a46d15beebdc39f95bfc02f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b31368a2d96d82f3e5ecdbf2b237b2984c161c1c0e7245ac36b29e2bee299390",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-26T18:06:50Z",
    "title_canon_sha256": "c019b3514dbd9b854023d381904bc0c525ead44fdee008cf81321dfcf08c2322"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20416",
    "kind": "arxiv",
    "version": 1
  }
}