Pith Number

pith:B3YDWYWU

pith:2024:B3YDWYWUIY6SNNRDMZXBHUPTUA

not attested not anchored not stored refs pending

Solving the Clustering Reasoning Problems by Modeling a Deep-Learning-Based Probabilistic Model

Beiming Yuan, Ruizhuo Song

arxiv:2403.03173 v9 · 2024-03-05 · 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{B3YDWYWUIY6SNNRDMZXBHUPTUA}

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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.

Cited by

1 paper in Pith

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability

Receipt and verification

First computed	2026-07-05T11:08:37.926516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ef03b62d4463d26b623666e13d1f3a00254fb0dc57b6c0718a0bcc859d44b2c

Aliases

arxiv: 2403.03173 · arxiv_version: 2403.03173v9 · doi: 10.48550/arxiv.2403.03173 · pith_short_12: B3YDWYWUIY6S · pith_short_16: B3YDWYWUIY6SNNRD · pith_short_8: B3YDWYWU

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/B3YDWYWUIY6SNNRDMZXBHUPTUA \
  | 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: 0ef03b62d4463d26b623666e13d1f3a00254fb0dc57b6c0718a0bcc859d44b2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c98acadc0b51ed9b7e1f3e5b8541bafc0a3f0dfa308f10e582ae89cb4b4649b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-05T18:08:29Z",
    "title_canon_sha256": "ccda4568e755617916323e155712d4236c49d0e552e7ba7433e43cba4936101a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03173",
    "kind": "arxiv",
    "version": 9
  }
}