Pith Number

pith:GTOYL4FX

pith:2025:GTOYL4FXVAQ62E3I5OODBDGATP

not attested not anchored not stored refs pending

Multi-level Collaborative Distillation Meets Global Workspace Model: A Unified Framework for OCIL

De Cheng, Guoqiang Liang, Lingyan Ran, Shibin Su, Shizhou Zhang

arxiv:2508.08677 v2 · 2025-08-12 · cs.LG · 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{GTOYL4FXVAQ62E3I5OODBDGATP}

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	2026-05-29T01:04:54.881044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34dd85f0b7a821ed1368eb9c308cc09be7e67ef251a55f4edc81063a02dc6549

Aliases

arxiv: 2508.08677 · arxiv_version: 2508.08677v2 · doi: 10.48550/arxiv.2508.08677 · pith_short_12: GTOYL4FXVAQ6 · pith_short_16: GTOYL4FXVAQ62E3I · pith_short_8: GTOYL4FX

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/GTOYL4FXVAQ62E3I5OODBDGATP \
  | 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: 34dd85f0b7a821ed1368eb9c308cc09be7e67ef251a55f4edc81063a02dc6549

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8f5a968c1b7f2674a7d17ebc68a3d03146a9da5de99fa776a5cd193951077ee",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-12T06:52:33Z",
    "title_canon_sha256": "d66ac1bedb6bc70996682e93f757b5dbab96ca0bd6cd69d43318571a7487f1d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08677",
    "kind": "arxiv",
    "version": 2
  }
}