Pith Number

pith:LRERJBOC

pith:2025:LRERJBOCY6CJIHPYRM2C3XC2WT

not attested not anchored not stored refs pending

Bridging Domain Gaps for Fine-Grained Moth Classification Through Expert-Informed Adaptation and Foundation Model Priors

Benno I Simmons, Flemming Helsing, Guillaume Mougeot, Ross J Gardiner, Sareh Rowlands, Toke Thomas H{\o}ye

arxiv:2508.20089 v1 · 2025-08-27 · 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{LRERJBOCY6CJIHPYRM2C3XC2WT}

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	2026-07-05T12:00:24.202893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c491485c2c784941df88b342ddc5ab4ddd240b153af2cd929745b3a86204404

Aliases

arxiv: 2508.20089 · arxiv_version: 2508.20089v1 · doi: 10.48550/arxiv.2508.20089 · pith_short_12: LRERJBOCY6CJ · pith_short_16: LRERJBOCY6CJIHPY · pith_short_8: LRERJBOC

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/LRERJBOCY6CJIHPYRM2C3XC2WT \
  | 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: 5c491485c2c784941df88b342ddc5ab4ddd240b153af2cd929745b3a86204404

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe6a84aca60a672dcf8816ada64791c5feb0cc8c06eb50ae0327cbe600ce318c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-27T17:55:39Z",
    "title_canon_sha256": "e328114caa5ee718cfa07807f1dce3ea72e29d452ec1031bf6113b98d36ae2eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20089",
    "kind": "arxiv",
    "version": 1
  }
}