Pith Number

pith:GTLCHJ4V

pith:2025:GTLCHJ4VOWKPHKEYKOOBCWXXUT

not attested not anchored not stored refs pending

RepoForge: Training a SOTA Fast-thinking SWE Agent with an End-to-End Data Curation Pipeline Synergizing SFT and RL at Scale

Aaditya Bhatia, Ahmed E. Hassan, Arthur Leung, Boyuan Chen, Chengzong Zhao, Chong Chun Yong, Dayi Lin, Gopi Krishnan Rajbahadur, Gustavo A. Oliva, Haoxiang Zhang, Yihao Chen, Zhilong Chen

arxiv:2508.01550 v2 · 2025-08-03 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GTLCHJ4VOWKPHKEYKOOBCWXXUT}

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

EnvX: Agentize Everything with Agentic AI

Receipt and verification

First computed	2026-07-05T12:04:16.619372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34d623a7957594f3a898539c115af7a4d479cc6d4c892292e3125e4209482280

Aliases

arxiv: 2508.01550 · arxiv_version: 2508.01550v2 · doi: 10.48550/arxiv.2508.01550 · pith_short_12: GTLCHJ4VOWKP · pith_short_16: GTLCHJ4VOWKPHKEY · pith_short_8: GTLCHJ4V

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/GTLCHJ4VOWKPHKEYKOOBCWXXUT \
  | 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: 34d623a7957594f3a898539c115af7a4d479cc6d4c892292e3125e4209482280

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "695d0e8a0d4c7bfd709f18a018ce0a4d6bd00921de8be41758392a0c1a850c89",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-03T02:34:16Z",
    "title_canon_sha256": "9c40abbc351a6f25d12f5b60ebe7f3b796c8611df684aef5c439eecc747b35eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01550",
    "kind": "arxiv",
    "version": 2
  }
}