Pith Number

pith:LLHQR4WQ

pith:2024:LLHQR4WQ3I7K2UBTTNPI3J7WYY

not attested not anchored not stored refs pending

GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery

Enguang Wang, Fei Yang, Ming-Ming Cheng, Xialei Liu, Zhengyuan Xie, Zhimao Peng

arxiv:2403.09974 v3 · 2024-03-15 · cs.CV · cs.AI · cs.CL · 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{LLHQR4WQ3I7K2UBTTNPI3J7WYY}

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	2026-07-05T10:36:24.535461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5acf08f2d0da3ead50339b5e8da7f6c603f238188806e42f540551944333e7f0

Aliases

arxiv: 2403.09974 · arxiv_version: 2403.09974v3 · doi: 10.48550/arxiv.2403.09974 · pith_short_12: LLHQR4WQ3I7K · pith_short_16: LLHQR4WQ3I7K2UBT · pith_short_8: LLHQR4WQ

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/LLHQR4WQ3I7K2UBTTNPI3J7WYY \
  | 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: 5acf08f2d0da3ead50339b5e8da7f6c603f238188806e42f540551944333e7f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a06ca5bd0712c78253c0cee894dc4301f43b047804f386c88f8d0a2ac0e407f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-15T02:40:13Z",
    "title_canon_sha256": "957aa0781c57ce70f5d7bbbd2455f3936020e380e5ea1f26db74da448d76567e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09974",
    "kind": "arxiv",
    "version": 3
  }
}