Pith Number

pith:PDJU25XP

pith:2025:PDJU25XPUL6AJKFURRAMXZK4OV

not attested not anchored not stored refs pending

Taxonomy-Aware Evaluation of Vision-Language Models

Kevin Du, Nico Lang, Niklas Stoehr, Ryan Cotterell, Serge Belongie, Stella Frank, V\'esteinn Sn{\ae}bjarnarson

arxiv:2504.05457 v1 · 2025-04-07 · cs.CV

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

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\usepackage{pith}
\pithnumber{PDJU25XPUL6AJKFURRAMXZK4OV}

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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

GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models

Receipt and verification

First computed	2026-07-05T10:45:42.692486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78d34d76efa2fc04a8b48c40cbe55c7573fbec8a032cc852720dd063585e665e

Aliases

arxiv: 2504.05457 · arxiv_version: 2504.05457v1 · doi: 10.48550/arxiv.2504.05457 · pith_short_12: PDJU25XPUL6A · pith_short_16: PDJU25XPUL6AJKFU · pith_short_8: PDJU25XP

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/PDJU25XPUL6AJKFURRAMXZK4OV \
  | 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: 78d34d76efa2fc04a8b48c40cbe55c7573fbec8a032cc852720dd063585e665e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6600b08e937b808acbd6082e0eb2183ff30be2f6c957358219eda295b69df44f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-07T19:46:59Z",
    "title_canon_sha256": "12312232b89e943988e422a792aa54bc92a5cca004febf330e29ce45207817ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05457",
    "kind": "arxiv",
    "version": 1
  }
}