Pith Number

pith:T7ZIIAEE

pith:2023:T7ZIIAEE5HDYJ3XXNIWFOMRHRK

not attested not anchored not stored refs pending

Structured Chain-of-Thought Prompting for Code Generation

Ge Li, Jia Li, Yongmin Li, Zhi Jin

arxiv:2305.06599 v3 · 2023-05-11 · cs.SE · 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{T7ZIIAEE5HDYJ3XXNIWFOMRHRK}

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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

7 papers in Pith

BODHI: Precise OS Kernel Specification Inference

SpaceVLN: A Zero-Shot Vision-and-Language Navigation Agent with Online Spatial Cognitive Memory and Reasoning

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation

VeriInteresting: An Empirical Study of Model Prompt Interactions in Verilog Code Generation

BACE: LLM-based Code Generation through Bayesian Anchored Co-Evolution of Code and Test Populations

Receipt and verification

First computed	2026-07-05T06:48:34.545505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ff2840084e9c784eef76a2c5732278aa41698edcca6601aeb87995c178c1615

Aliases

arxiv: 2305.06599 · arxiv_version: 2305.06599v3 · doi: 10.48550/arxiv.2305.06599 · pith_short_12: T7ZIIAEE5HDY · pith_short_16: T7ZIIAEE5HDYJ3XX · pith_short_8: T7ZIIAEE

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/T7ZIIAEE5HDYJ3XXNIWFOMRHRK \
  | 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: 9ff2840084e9c784eef76a2c5732278aa41698edcca6601aeb87995c178c1615

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b117b93211a45a886c3209916b81e20f05b967d3a7267a846ebf42f688b0350",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-11T06:43:37Z",
    "title_canon_sha256": "a6ec5f0318f8086d08c372952a4bc6a3c0add91bdca877d95ba0d44304fe461f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06599",
    "kind": "arxiv",
    "version": 3
  }
}