Pith Number

pith:P75ZKIBK

pith:2025:P75ZKIBKOIKYW2UC7VO6DOEV3F

not attested not anchored not stored refs pending

Generalizable Prompt Learning of CLIP: A Brief Overview

Fangming Cui, Liang Xiao, Xuan Wang, Xule Wang, Yonggang Zhang

arxiv:2503.01263 v5 · 2025-03-03 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P75ZKIBKOIKYW2UC7VO6DOEV3F}

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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

Joint Semantic Token Selection and Prompt Optimization for Interpretable Prompt Learning

Receipt and verification

First computed	2026-07-05T11:09:45.702439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ffb95202a72158b6a82fd5de1b895d960d5cfd76493cd65fcaa172894323706

Aliases

arxiv: 2503.01263 · arxiv_version: 2503.01263v5 · doi: 10.48550/arxiv.2503.01263 · pith_short_12: P75ZKIBKOIKY · pith_short_16: P75ZKIBKOIKYW2UC · pith_short_8: P75ZKIBK

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/P75ZKIBKOIKYW2UC7VO6DOEV3F \
  | 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: 7ffb95202a72158b6a82fd5de1b895d960d5cfd76493cd65fcaa172894323706

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c4167707630e7c55fd1195e39f770d09872d1aa898edd4d22d56bbeaa83f9bf",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-03T07:41:41Z",
    "title_canon_sha256": "78ff3809fbbea2ef312a85f97563b1804b8b70fa5c0abc0718198113f1f24b69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01263",
    "kind": "arxiv",
    "version": 5
  }
}