Pith Number

pith:JRB6HNXZ

pith:2023:JRB6HNXZI7B7NKBKM26VA25R5K

not attested not anchored not stored refs pending

Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models

Guang Yang, Taolue Chen, Terry Yue Zhuo, Xiang Chen, Xiangyu Zhang, Yu Zhou

arxiv:2312.05562 v2 · 2023-12-09 · 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{JRB6HNXZI7B7NKBKM26VA25R5K}

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

Adversarial Reasoning for Repair Based on Inferred Program Intent

Receipt and verification

First computed	2026-07-05T08:51:45.143045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c43e3b6f947c3f6a82a66bd506bb1eaa5dfa52b2c64a5bcb1d84f70fdaf15b3

Aliases

arxiv: 2312.05562 · arxiv_version: 2312.05562v2 · doi: 10.48550/arxiv.2312.05562 · pith_short_12: JRB6HNXZI7B7 · pith_short_16: JRB6HNXZI7B7NKBK · pith_short_8: JRB6HNXZ

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/JRB6HNXZI7B7NKBKM26VA25R5K \
  | 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: 4c43e3b6f947c3f6a82a66bd506bb1eaa5dfa52b2c64a5bcb1d84f70fdaf15b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5060aea5762144cecee0a116b4190ab6d438c235ecd3c57b99a72b41713703d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-12-09T12:20:50Z",
    "title_canon_sha256": "af8960b916dd3deca69d9f062f68d2f0f10850789c3f782d173b01397160cf29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05562",
    "kind": "arxiv",
    "version": 2
  }
}