Pith Number

pith:2TNAH6I5

pith:2024:2TNAH6I5XSXRZWEO3QGUVAEUBQ

not attested not anchored not stored refs pending

A System for Automated Unit Test Generation Using Large Language Models and Assessment of Generated Test Suites

Andrea Lops, Azzurra Ragone, Claudio Bartolini, Fedelucio Narducci, Michelantonio Trizio

arxiv:2408.07846 v2 · 2024-08-14 · 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{2TNAH6I5XSXRZWEO3QGUVAEUBQ}

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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

1 paper in Pith

A Contemporary Survey of Large Language Model Assisted Program Analysis

Receipt and verification

First computed	2026-07-05T11:45:28.823673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4da03f91dbcaf1cd88edc0d4a80940c0f7f51605afa132715e166b538eae90a

Aliases

arxiv: 2408.07846 · arxiv_version: 2408.07846v2 · doi: 10.48550/arxiv.2408.07846 · pith_short_12: 2TNAH6I5XSXR · pith_short_16: 2TNAH6I5XSXRZWEO · pith_short_8: 2TNAH6I5

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/2TNAH6I5XSXRZWEO3QGUVAEUBQ \
  | 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: d4da03f91dbcaf1cd88edc0d4a80940c0f7f51605afa132715e166b538eae90a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9dfc2423eeea3b675276fc099ea27a8abbacfbc3033bf0ca3167d645b103ca2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-14T23:02:16Z",
    "title_canon_sha256": "d9931f7bbdfe257ee7c006620b26a0517d529fd34902a8606b0ab801a158d374"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07846",
    "kind": "arxiv",
    "version": 2
  }
}