Pith Number

pith:TANBMCUP

pith:2025:TANBMCUPHF64EDEWN7NAHYSVRY

not attested not anchored not stored refs pending

TestForge: Feedback-Driven, Agentic Test Suite Generation

Claire Le Goues, Kush Jain

arxiv:2503.14713 v1 · 2025-03-18 · 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{TANBMCUPHF64EDEWN7NAHYSVRY}

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

4 papers in Pith

Tensor Algebraic Property Skeletons: Amplifying Property-Based Testing for AI Compilers

PR-Aware Automated Unit Test Generation: Challenges and Opportunities

Planning to Explore: Curiosity-Driven Planning for LLM Test Generation

Augmenting unit test suites from integration tests

Receipt and verification

First computed	2026-07-05T10:34:22.876356Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

981a160a8f397dc20c966fda03e2558e02071b4ef2b04457abca11c1eaa859de

Aliases

arxiv: 2503.14713 · arxiv_version: 2503.14713v1 · doi: 10.48550/arxiv.2503.14713 · pith_short_12: TANBMCUPHF64 · pith_short_16: TANBMCUPHF64EDEW · pith_short_8: TANBMCUP

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/TANBMCUPHF64EDEWN7NAHYSVRY \
  | 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: 981a160a8f397dc20c966fda03e2558e02071b4ef2b04457abca11c1eaa859de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "179774c4749984874668e9f3820eba741946bdf60891cbef10e8826a86c8fbe6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-18T20:21:44Z",
    "title_canon_sha256": "ee9c91d19c3c7bc556b99b9895aadc617c8072bc0242e3a6bba0fefbc3190fc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14713",
    "kind": "arxiv",
    "version": 1
  }
}