Pith Number

pith:GMGHTEJA

pith:2025:GMGHTEJAQM6FOH7T2F7BHU4FKM

not attested not anchored not stored refs pending

CBIL: Collective Behavior Imitation Learning for Fish from Real Videos

Lingjie Liu, Shun Ogawa, Taku Komura, Wenping Wang, Yifan Wu, Yuke Lou, Yuko Ishiwaka, Zhiyang Dou

arxiv:2504.00234 v1 · 2025-03-31 · cs.GR · 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{GMGHTEJAQM6FOH7T2F7BHU4FKM}

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	2026-07-05T10:42:22.258130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

330c799120833c571ff3d17e13d385532a419862f60f932f6f01bc4a379f09fc

Aliases

arxiv: 2504.00234 · arxiv_version: 2504.00234v1 · doi: 10.48550/arxiv.2504.00234 · pith_short_12: GMGHTEJAQM6F · pith_short_16: GMGHTEJAQM6FOH7T · pith_short_8: GMGHTEJA

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/GMGHTEJAQM6FOH7T2F7BHU4FKM \
  | 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: 330c799120833c571ff3d17e13d385532a419862f60f932f6f01bc4a379f09fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e74f65c7673013b926cfbd2c4d5166a2ebd9746c6d9f90f68b7a4c1fbc7129ec",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.GR",
    "submitted_at": "2025-03-31T21:15:00Z",
    "title_canon_sha256": "d158b5201f891bfc06e4dad233676094df096aef89f4f5a7637d5db2b43bbd90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00234",
    "kind": "arxiv",
    "version": 1
  }
}