Pith Number

pith:3FCYCEVC

pith:2026:3FCYCEVC2GWEKHI2RXQB3X2RWG

not attested not anchored not stored refs pending

MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis

Ahmed E. Hassan, Boyuan Chen, Feng Lin, Khaled Chawa, Shaowei Wang, Shi Chang, Yihao Chen

arxiv:2607.27146 v1 · 2026-07-29 · cs.SE · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3FCYCEVC2GWEKHI2RXQB3X2RWG}

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	2026-07-30T01:23:52.477184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

d9458112a2d1ac451d1a8de01ddf51b1b392dddb08cbd5445b5ff51614a6d410

Aliases

arxiv: 2607.27146 · arxiv_version: 2607.27146v1 · doi: 10.48550/arxiv.2607.27146 · pith_short_12: 3FCYCEVC2GWE · pith_short_16: 3FCYCEVC2GWEKHI2 · pith_short_8: 3FCYCEVC

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/3FCYCEVC2GWEKHI2RXQB3X2RWG \
  | 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: d9458112a2d1ac451d1a8de01ddf51b1b392dddb08cbd5445b5ff51614a6d410

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33e3ebd7d6b6d91d37ba95c8a1db54137a52263af6cc7f92fb56c8e8f2c4e2c0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-29T17:23:02Z",
    "title_canon_sha256": "91943ad0de846b375e6b0305239072903f9c5291871655f24e3d2d535b00e0fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.27146",
    "kind": "arxiv",
    "version": 1
  }
}