Pith Number

pith:LMMD76YS

pith:2025:LMMD76YSY7QOQCXY5ABVKEPQ52

not attested not anchored not stored refs pending

Adaptive Neural Networks for Intelligent Data-Driven Development

Azarm Nowzad, Hanno Gottschalk, Youssef Shoeb

arxiv:2502.10603 v3 · 2025-02-14 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LMMD76YSY7QOQCXY5ABVKEPQ52}

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

Mcity Data Engine: Iterative Model Improvement Through Open-Vocabulary Data Selection

Receipt and verification

First computed	2026-07-05T10:44:42.984328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b183ffb12c7e0e80af8e8035511f0eeb44e9918bc9521dfebcbec5ead911603

Aliases

arxiv: 2502.10603 · arxiv_version: 2502.10603v3 · doi: 10.48550/arxiv.2502.10603 · pith_short_12: LMMD76YSY7QO · pith_short_16: LMMD76YSY7QOQCXY · pith_short_8: LMMD76YS

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/LMMD76YSY7QOQCXY5ABVKEPQ52 \
  | 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: 5b183ffb12c7e0e80af8e8035511f0eeb44e9918bc9521dfebcbec5ead911603

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba7c3d604875ece45a34137e0d04050b254fd30e361a712179c57e930e7be608",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-14T23:18:54Z",
    "title_canon_sha256": "be382bd71b3b74a1ee474ba7476c2e5686bdf184ea76a972e096f3432a952c1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10603",
    "kind": "arxiv",
    "version": 3
  }
}