Pith Number

pith:I4ISUWJU

pith:2026:I4ISUWJUTGB7HXPL4BCOXNW4Y6

not attested not anchored not stored refs pending

Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search

Atsushi Irie, Junji Otsuka, Marcel Gr\"opl, Masakazu Yoshimura, Takeshi Ohashi, Yuiko Sakuma, Zitang Sun

arxiv:2605.19247 v1 · 2026-05-19 · 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{I4ISUWJUTGB7HXPL4BCOXNW4Y6}

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.

Receipt and verification

First computed	2026-05-20T01:05:35.815827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47112a59349983f3ddebe044ebb6dcc7b96ca4c36120473fdd91bea85fec662f

Aliases

arxiv: 2605.19247 · arxiv_version: 2605.19247v1 · doi: 10.48550/arxiv.2605.19247 · pith_short_12: I4ISUWJUTGB7 · pith_short_16: I4ISUWJUTGB7HXPL · pith_short_8: I4ISUWJU

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/I4ISUWJUTGB7HXPL4BCOXNW4Y6 \
  | 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: 47112a59349983f3ddebe044ebb6dcc7b96ca4c36120473fdd91bea85fec662f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3262f850bcfa4992a2330f69a378eafd8e17068707705523c57b1f460f4de87",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-19T01:41:48Z",
    "title_canon_sha256": "06adf4235227dd9f2b87c34c5d40b6bfe10d8cbc049016bd1b9d0bd49472419b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19247",
    "kind": "arxiv",
    "version": 1
  }
}