Pith Number

pith:JZFL3MW4

pith:2025:JZFL3MW44XQKVVW4ZECIJMDYF6

not attested not anchored not stored refs pending

BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data

Arefin Ittesafun Abian, Asif Karim, Debopom Sutradhar, Kheng Cher Yeo, Md Rafiqul Islam, Md Rafi Ur Rashid, Reem E. Mohamed, Sami Azam

arxiv:2510.05888 v2 · 2025-10-07 · 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{JZFL3MW44XQKVVW4ZECIJMDYF6}

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	2026-07-27T01:19:50.991433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e4abdb2dce5e0aad6dcc90484b0782fad92854b342167937823f1f0953d23cd

Aliases

arxiv: 2510.05888 · arxiv_version: 2510.05888v2 · doi: 10.48550/arxiv.2510.05888 · pith_short_12: JZFL3MW44XQK · pith_short_16: JZFL3MW44XQKVVW4 · pith_short_8: JZFL3MW4

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/JZFL3MW44XQKVVW4ZECIJMDYF6 \
  | 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: 4e4abdb2dce5e0aad6dcc90484b0782fad92854b342167937823f1f0953d23cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a868fc6981f989f85459b0caac9566bd3526fa460292cc7c8381f7a439694ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-07T13:00:12Z",
    "title_canon_sha256": "6db3be6edd9a41459d4f3a97d9d7fdce11942c7220637de49b81fc7223df7642"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.05888",
    "kind": "arxiv",
    "version": 2
  }
}