Pith Number

pith:KMV3QGVF

pith:2024:KMV3QGVFCOLMGCDOJF3T57IBZP

not attested not anchored not stored refs pending

ASTER: Natural and Multi-language Unit Test Generation with LLMs

Myeongsoo Kim, Rahul Krishna, Raju Pavuluri, Rangeet Pan, Saurabh Sinha

arxiv:2409.03093 v3 · 2024-09-04 · 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{KMV3QGVFCOLMGCDOJF3T57IBZP}

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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

2 papers in Pith

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

Mutation-Guided Unit Test Generation with a Large Language Model

Receipt and verification

First computed	2026-07-05T10:01:15.926375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

532bb81aa51396c3086e49773efd01cbe5d99519de4a497325cc8faef5fd9ab8

Aliases

arxiv: 2409.03093 · arxiv_version: 2409.03093v3 · doi: 10.48550/arxiv.2409.03093 · pith_short_12: KMV3QGVFCOLM · pith_short_16: KMV3QGVFCOLMGCDO · pith_short_8: KMV3QGVF

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/KMV3QGVFCOLMGCDOJF3T57IBZP \
  | 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: 532bb81aa51396c3086e49773efd01cbe5d99519de4a497325cc8faef5fd9ab8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a97999c87c84e2514adbf71da916333f33359c194275eb06f0fdd8fb552da595",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-04T21:46:18Z",
    "title_canon_sha256": "a7e52c433bd650e321abcf466204ffde965b11a0d3906138f2b9320a3745f58b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03093",
    "kind": "arxiv",
    "version": 3
  }
}