Pith Number

pith:7GQMUX5R

pith:2024:7GQMUX5RMYMQZQ3KJIK3EBGRTW

not attested not anchored not stored refs pending

Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class

Diane Bouchacourt, Mark Ibrahim, Mazda Moayeri, Michael Rabbat

arxiv:2404.16717 v1 · 2024-04-25 · cs.CV · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7GQMUX5RMYMQZQ3KJIK3EBGRTW}

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	2026-07-05T08:12:11.705973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9a0ca5fb166190cc36a4a15b204d19d9c7ee324a62e46d1714c7fb02b70abd9

Aliases

arxiv: 2404.16717 · arxiv_version: 2404.16717v1 · doi: 10.48550/arxiv.2404.16717 · pith_short_12: 7GQMUX5RMYMQ · pith_short_16: 7GQMUX5RMYMQZQ3K · pith_short_8: 7GQMUX5R

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/7GQMUX5RMYMQZQ3KJIK3EBGRTW \
  | 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: f9a0ca5fb166190cc36a4a15b204d19d9c7ee324a62e46d1714c7fb02b70abd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adbc5303fa8cbf7277f1658d4e5abd305bdf9307cdb9326220d68f1a4857f6cb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-25T16:29:06Z",
    "title_canon_sha256": "982d3d7216f7d29fb517ec897453377ee31a3f60e848290dceb0b01642af48b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16717",
    "kind": "arxiv",
    "version": 1
  }
}