Pith Number

pith:PZXM32QA

pith:2025:PZXM32QAMMMT2JQBJJRYMXYV5Q

not attested not anchored not stored refs pending

A Methodological Framework for LLM-Based Mining of Software Repositories

Fabio Palomba, Joel Casta\~no, Silverio Mart\'inez-Fern\'andez, Vincenzo De Martino, Xavier Franch

arxiv:2508.02233 v2 · 2025-08-04 · 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{PZXM32QAMMMT2JQBJJRYMXYV5Q}

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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

The Rise of Language Models in Mining Software Repositories: A Survey

Receipt and verification

First computed	2026-07-05T11:51:33.770584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e6ecdea0063193d26014a63865f15ec3fc7a9b14ce1ee137e1d40640123de29

Aliases

arxiv: 2508.02233 · arxiv_version: 2508.02233v2 · doi: 10.48550/arxiv.2508.02233 · pith_short_12: PZXM32QAMMMT · pith_short_16: PZXM32QAMMMT2JQB · pith_short_8: PZXM32QA

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/PZXM32QAMMMT2JQBJJRYMXYV5Q \
  | 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: 7e6ecdea0063193d26014a63865f15ec3fc7a9b14ce1ee137e1d40640123de29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a1444fd1c6b762f7cd8ab78ef5fa0ef57593f5610477cda1b482f5aa21ea58c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-04T09:33:47Z",
    "title_canon_sha256": "b3a8be5a8ba88d5a3756133c47fcaa0754564e48301909f5aad24892d9f91b33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02233",
    "kind": "arxiv",
    "version": 2
  }
}