Pith Number

pith:U2YU227R

pith:2022:U2YU227RYILQADKVHKNV3IPFVX

not attested not anchored not stored refs pending

Does CLIP Bind Concepts? Probing Compositionality in Large Image Models

Ellie Pavlick, Jack Merullo, Martha Lewis, Nihal V. Nayak, Peilin Yu, Qinan Yu, Stephen H. Bach

arxiv:2212.10537 v3 · 2022-12-20 · cs.CV · cs.AI · 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{U2YU227RYILQADKVHKNV3IPFVX}

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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

3 papers in Pith

A Systematic Study of Behavioral Cloning for Scientific Data Annotation

No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models

Generalization in LLM Problem Solving: The Case of the Shortest Path

Receipt and verification

First computed	2026-07-05T09:00:54.459132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6b14d6bf1c217000d553a9b5da1e5add2965ea2f5596896b194021aa0befd40

Aliases

arxiv: 2212.10537 · arxiv_version: 2212.10537v3 · doi: 10.48550/arxiv.2212.10537 · pith_short_12: U2YU227RYILQ · pith_short_16: U2YU227RYILQADKV · pith_short_8: U2YU227R

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/U2YU227RYILQADKVHKNV3IPFVX \
  | 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: a6b14d6bf1c217000d553a9b5da1e5add2965ea2f5596896b194021aa0befd40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a254f056a784ac63b5a8cdd5c36f94ca6cf2088b9eb551339d4e5d7a2cf7a451",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-20T18:46:28Z",
    "title_canon_sha256": "36ab95a67532a9845ea7ca4618737053e75fa9cd31b7e308cf016ac0ced06d5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10537",
    "kind": "arxiv",
    "version": 3
  }
}