Pith Number

pith:UV3OZGZH

pith:2025:UV3OZGZHROAE2PMTVQS6NWSHJB

not attested not anchored not stored refs pending

Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation

Yi Cui

arxiv:2505.09027 v1 · 2025-05-13 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UV3OZGZHROAE2PMTVQS6NWSHJB}

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

2 papers in Pith

TICoder: A Repository-Level Code Generation Framework with Test-Driven Planning and Implementation-Aware Reuse

TDD Governance for Multi-Agent Code Generation via Prompt Engineering

Receipt and verification

First computed	2026-07-05T11:02:49.075328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a576ec9b278b804d3d93ac25e6da4748659ae9e1f69288b8c65b5d7723b333e8

Aliases

arxiv: 2505.09027 · arxiv_version: 2505.09027v1 · doi: 10.48550/arxiv.2505.09027 · pith_short_12: UV3OZGZHROAE · pith_short_16: UV3OZGZHROAE2PMT · pith_short_8: UV3OZGZH

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/UV3OZGZHROAE2PMTVQS6NWSHJB \
  | 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: a576ec9b278b804d3d93ac25e6da4748659ae9e1f69288b8c65b5d7723b333e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c12011e727caad319623d6eb3a01ae7f38e0d4d954519686aa72433395d1fe5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-13T23:47:12Z",
    "title_canon_sha256": "b6430a3dd913ad6eb87d1851c0f67db96e5448f8d354d9ada2e363ea596c11d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09027",
    "kind": "arxiv",
    "version": 1
  }
}