Pith. sign in
Pith Number

pith:VHBOYKXZ

pith:2025:VHBOYKXZHZZSW7TWS2H7QIYC2J
not attested not anchored not stored refs pending

Brain-Inspired Perspective on Configurations: Unsupervised Similarity and Early Cognition

Dongmian Zou, Hao Wu, Juntang Wang, Shixin Xu, Yihan Wang

arxiv:2510.19229 v2 · 2025-10-22 · cs.LG · q-bio.NC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VHBOYKXZHZZSW7TWS2H7QIYC2J}

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 2026-07-28T01:22:23.881842Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a9c2ec2af93e732b7e76968ff82302d276e38b28cff9895cc273cb8e5d77cb9d

Aliases

arxiv: 2510.19229 · arxiv_version: 2510.19229v2 · doi: 10.48550/arxiv.2510.19229 · pith_short_12: VHBOYKXZHZZS · pith_short_16: VHBOYKXZHZZSW7TW · pith_short_8: VHBOYKXZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VHBOYKXZHZZSW7TWS2H7QIYC2J \
  | 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: a9c2ec2af93e732b7e76968ff82302d276e38b28cff9895cc273cb8e5d77cb9d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d24e00491dc6f571f1f257383080e8159d33747a549af3c550959aec1041af82",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-22T04:28:23Z",
    "title_canon_sha256": "af5130abcc842813b64ff1aad6749057e486bb8a9ad1984a3c29fd8204e0bd16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.19229",
    "kind": "arxiv",
    "version": 2
  }
}