Pith Number

pith:UVPXUIOJ

pith:2025:UVPXUIOJY63UOSX7HBCMQ3H3RC

not attested not anchored not stored refs pending

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation

Atharva Naik, Carolyn Rose, Shubham Gandhi, Yiqing Xie

arxiv:2505.20182 v1 · 2025-05-26 · cs.AI · 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{UVPXUIOJY63UOSX7HBCMQ3H3RC}

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	2026-07-05T11:09:53.791215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a55f7a21c9c7b7474aff3844c86cfb888a8ed5bc62b8f9d5d4b56234e0fb6344

Aliases

arxiv: 2505.20182 · arxiv_version: 2505.20182v1 · doi: 10.48550/arxiv.2505.20182 · pith_short_12: UVPXUIOJY63U · pith_short_16: UVPXUIOJY63UOSX7 · pith_short_8: UVPXUIOJ

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/UVPXUIOJY63UOSX7HBCMQ3H3RC \
  | 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: a55f7a21c9c7b7474aff3844c86cfb888a8ed5bc62b8f9d5d4b56234e0fb6344

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "499de8385ec26de50eda2fc8545d35efcdfc0b48e9b4f524d1c78ab59e153ce9",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-26T16:25:38Z",
    "title_canon_sha256": "e0799846a5a06d855fcb1c631348bddda49e7f75539dd10230751661b316f996"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20182",
    "kind": "arxiv",
    "version": 1
  }
}