Pith Number

pith:4RGM7WOI

pith:2023:4RGM7WOIWH7OYI56CQSHNDFVJV

not attested not anchored not stored refs pending

Rethinking Diversity in Deep Neural Network Testing

Jihye Choi, Ke Wang, Somesh Jha, Zi Wang

arxiv:2305.15698 v2 · 2023-05-25 · 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{4RGM7WOIWH7OYI56CQSHNDFVJV}

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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 Topological Improvement of the Overall Performance of Sparse Evolutionary Training: Motif-Based Structural Optimization of Sparse MLPs Project

Receipt and verification

First computed	2026-07-05T07:49:31.827146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e44ccfd9c8b1feec23be1424768cb54d4e2be0e0aafe3b37d8c9c76b465364ad

Aliases

arxiv: 2305.15698 · arxiv_version: 2305.15698v2 · doi: 10.48550/arxiv.2305.15698 · pith_short_12: 4RGM7WOIWH7O · pith_short_16: 4RGM7WOIWH7OYI56 · pith_short_8: 4RGM7WOI

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/4RGM7WOIWH7OYI56CQSHNDFVJV \
  | 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: e44ccfd9c8b1feec23be1424768cb54d4e2be0e0aafe3b37d8c9c76b465364ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9ee151b060f460d392857a112aa258d12da4cb88b4fee14237a5bc1f82ae7ea",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-25T04:13:51Z",
    "title_canon_sha256": "c6ecf6688c03c4cb7cc26949d657bf2a0ce86578467edf64bde9908e48005d01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15698",
    "kind": "arxiv",
    "version": 2
  }
}