Pith Number

pith:CIDSTTLM

pith:2022:CIDSTTLMY7Q7LFKK6VJ7PABI24

not attested not anchored not stored refs pending

Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality

Anuj Diwan, David Harwath, Eunsol Choi, Kyle Mahowald, Layne Berry

arxiv:2211.00768 v4 · 2022-11-01 · cs.CL · 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{CIDSTTLMY7Q7LFKK6VJ7PABI24}

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.

Cited by

3 papers in Pith

Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality

Long Story Short: Disentangling Compositionality and Long-Caption Understanding in Contrastive VLMs

Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models

Receipt and verification

First computed	2026-07-05T05:22:12.077627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

120729cd6cc7e1f5954af553f78028d73f355169defbbd1d01813d6781e0420f

Aliases

arxiv: 2211.00768 · arxiv_version: 2211.00768v4 · doi: 10.48550/arxiv.2211.00768 · pith_short_12: CIDSTTLMY7Q7 · pith_short_16: CIDSTTLMY7Q7LFKK · pith_short_8: CIDSTTLM

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/CIDSTTLMY7Q7LFKK6VJ7PABI24 \
  | 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: 120729cd6cc7e1f5954af553f78028d73f355169defbbd1d01813d6781e0420f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b04b1bd55faf902988372ab62657c7453cfafdad7b0523ef652f4e8900b731b0",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-01T22:16:58Z",
    "title_canon_sha256": "348acb51f6e8e1dc24d624f02b2bc75cd2c56b37854821526082c0cb7338055e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00768",
    "kind": "arxiv",
    "version": 4
  }
}