Pith Number

pith:N35EDPPT

pith:2025:N35EDPPTDY6TB2CL5XHGT7JX2R

not attested not anchored not stored refs pending

Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open Datasets

Masumi Morishige, Ryo Koshihara

arxiv:2505.02854 v1 · 2025-05-02 · cs.CL · 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{N35EDPPTDY6TB2CL5XHGT7JX2R}

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

1 paper in Pith

Specification and Detection of LLM Code Smells

Receipt and verification

First computed	2026-07-05T10:58:48.194582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6efa41bdf31e3d30e84bedce69fd37d4482581a532fb6516d0441e0920565e80

Aliases

arxiv: 2505.02854 · arxiv_version: 2505.02854v1 · doi: 10.48550/arxiv.2505.02854 · pith_short_12: N35EDPPTDY6T · pith_short_16: N35EDPPTDY6TB2CL · pith_short_8: N35EDPPT

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/N35EDPPTDY6TB2CL5XHGT7JX2R \
  | 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: 6efa41bdf31e3d30e84bedce69fd37d4482581a532fb6516d0441e0920565e80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "960b22b7e3c8053d46baa8a0fab01d5da7ebc02e92c1ea4422b5e745283ff434",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-02T12:31:43Z",
    "title_canon_sha256": "db957254d6a35e62ec169c1a6ff63b9f3c801a58cb882087fe9ba615749bda71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02854",
    "kind": "arxiv",
    "version": 1
  }
}