Pith Number

pith:TFY6WASP

pith:2025:TFY6WASP5NC3PG2RBKV7NZKRDF

not attested not anchored not stored refs pending

Constrained Co-evolutionary Metamorphic Differential Testing for Autonomous Systems with an Interpretability Approach

Ali Nasr, Hossein Yousefizadeh, Lionel C. Briand, Shenghui Gu

arxiv:2509.16478 v2 · 2025-09-20 · 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{TFY6WASP5NC3PG2RBKV7NZKRDF}

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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

From Research to Practice: An Interactive Rapid Review of Autonomous Driving System Testing in Industry

Receipt and verification

First computed	2026-05-20T00:00:24.246842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9971eb024feb45b79b510aabf6e551197245b9f2df3b7deb8f9a83ebc441ed00

Aliases

arxiv: 2509.16478 · arxiv_version: 2509.16478v2 · doi: 10.48550/arxiv.2509.16478 · pith_short_12: TFY6WASP5NC3 · pith_short_16: TFY6WASP5NC3PG2R · pith_short_8: TFY6WASP

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/TFY6WASP5NC3PG2RBKV7NZKRDF \
  | 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: 9971eb024feb45b79b510aabf6e551197245b9f2df3b7deb8f9a83ebc441ed00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72f17b4939dd753444fba9780c1ab615a1e496656891e07b476e86813083ff92",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-09-20T00:27:29Z",
    "title_canon_sha256": "cb828401b0fbc79277d58213860ba66656082c4b9fb0458c8caf0207c190e6c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.16478",
    "kind": "arxiv",
    "version": 2
  }
}