Pith Number

pith:G5TYMNN3

pith:2025:G5TYMNN33QHS7H4BCEONMHD3FC

not attested not anchored not stored refs pending

Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction

Chaoqi Chen, Chenxin Li, Kunze Huang, Luyao Tang, Xiaotong Tu, Xinghao Ding, Yue Huang, Yuxuan Yuan

arxiv:2508.10731 v1 · 2025-08-14 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G5TYMNN33QHS7H4BCEONMHD3FC}

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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

The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery

Receipt and verification

First computed	2026-07-05T11:54:01.511811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37678635bbdc0f2f9f81111cd61c7b289ec354cde375ee8bfbf4fb4c1c38754e

Aliases

arxiv: 2508.10731 · arxiv_version: 2508.10731v1 · doi: 10.48550/arxiv.2508.10731 · pith_short_12: G5TYMNN33QHS · pith_short_16: G5TYMNN33QHS7H4B · pith_short_8: G5TYMNN3

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/G5TYMNN33QHS7H4BCEONMHD3FC \
  | 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: 37678635bbdc0f2f9f81111cd61c7b289ec354cde375ee8bfbf4fb4c1c38754e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7f8ee1d07826756b8b9def121d6b3d5f5b631bcbe20ad0f91ea88cb3f40c54a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-14T15:11:22Z",
    "title_canon_sha256": "e93c7d2583521259fc9ac0326ce1d54b16b57939d233af1c7a69747f34c1b5db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10731",
    "kind": "arxiv",
    "version": 1
  }
}