Pith Number

pith:V7B474SP

pith:2022:V7B474SP3EI6VV7XGXRSWH7XK4

not attested not anchored not stored refs pending

Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning

Percy Liang, Rohan Taori, Shibani Santurkar, Tatsunori Hashimoto, Yann Dubois

arxiv:2207.07635 v1 · 2022-07-15 · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7B474SP3EI6VV7XGXRSWH7XK4}

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

2 papers in Pith

Demystifying CLIP Data

OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Receipt and verification

First computed	2026-07-05T04:40:34.699229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afc3cff24fd911ead7f735e32b1ff75709329aec7847135cde4b0de68f216e31

Aliases

arxiv: 2207.07635 · arxiv_version: 2207.07635v1 · doi: 10.48550/arxiv.2207.07635 · pith_short_12: V7B474SP3EI6 · pith_short_16: V7B474SP3EI6VV7X · pith_short_8: V7B474SP

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/V7B474SP3EI6VV7XGXRSWH7XK4 \
  | 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: afc3cff24fd911ead7f735e32b1ff75709329aec7847135cde4b0de68f216e31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b0305dded64f5e636f7d30ff7d30ed0e5cf3dd636383c232cc6420695631395",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-15T17:50:51Z",
    "title_canon_sha256": "6ec100db6356550eb6d0ab6d1ed772beb9ee02e62a04e4d05d6430668606e2fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.07635",
    "kind": "arxiv",
    "version": 1
  }
}