Pith Number

pith:W6GDWWTB

pith:2023:W6GDWWTBBDAAK2GJXBICBXN6L2

not attested not anchored not stored refs pending

Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation

Shanshan Li, Xiangke Liao, Yingwei Ma, Yong Guo, Yuanliang Zhang, Yue Yu, Yu Jiang, Yutao Xie

arxiv:2310.10698 v2 · 2023-10-16 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W6GDWWTBBDAAK2GJXBICBXN6L2}

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

Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study

Receipt and verification

First computed	2026-07-05T07:03:32.513535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b78c3b5a6108c00568c9b85020ddbe5eb0b323dc71d41ed9200789b289a9b3a3

Aliases

arxiv: 2310.10698 · arxiv_version: 2310.10698v2 · doi: 10.48550/arxiv.2310.10698 · pith_short_12: W6GDWWTBBDAA · pith_short_16: W6GDWWTBBDAAK2GJ · pith_short_8: W6GDWWTB

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/W6GDWWTBBDAAK2GJXBICBXN6L2 \
  | 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: b78c3b5a6108c00568c9b85020ddbe5eb0b323dc71d41ed9200789b289a9b3a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bda74d1fffb4c63c1030d9f38dbb1640d7a335cadcabac6cad812314047928fc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-16T05:09:58Z",
    "title_canon_sha256": "c883268b67e75d7001bee5f5321009c4fa63696364970a1531d6504e30d3628f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10698",
    "kind": "arxiv",
    "version": 2
  }
}