Pith Number

pith:RTTUXJOE

pith:2024:RTTUXJOEMPQNOM6SKDBDADEGNP

not attested not anchored not stored refs pending

On the Effectiveness of LLMs for Manual Test Verifications

Baldoino Fonseca, Davy de Medeiros Baia, M\'arcio Ribeiro, Myron David Lucena Campos Peixoto, Nathalia Nascimento, Paulo Alencar

arxiv:2409.12405 v1 · 2024-09-19 · 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{RTTUXJOEMPQNOM6SKDBDADEGNP}

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.

Receipt and verification

First computed	2026-07-05T09:08:53.487920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ce74ba5c463e0d733d250c2300c866bd41a1ab937bd0cff0e82259292fe6bb1

Aliases

arxiv: 2409.12405 · arxiv_version: 2409.12405v1 · doi: 10.48550/arxiv.2409.12405 · pith_short_12: RTTUXJOEMPQN · pith_short_16: RTTUXJOEMPQNOM6S · pith_short_8: RTTUXJOE

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/RTTUXJOEMPQNOM6SKDBDADEGNP \
  | 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: 8ce74ba5c463e0d733d250c2300c866bd41a1ab937bd0cff0e82259292fe6bb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbbe1a23d4bb3b8829b30e76d794a2d0c4208130bf72aa7caf32d9f053d9be2a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-19T02:03:04Z",
    "title_canon_sha256": "bd101f441ca550767923f52acbb93d9fd15b64bd4bdc48b3b455e849e6f04792"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12405",
    "kind": "arxiv",
    "version": 1
  }
}