Pith Number

pith:RRDKF72L

pith:2023:RRDKF72LEG4VWBCL373AKUHUER

not attested not anchored not stored refs pending

Waffling around for Performance: Visual Classification with Random Words and Broad Concepts

A. Sophia Koepke, Cordelia Schmid, Jae Myung Kim, Karsten Roth, Oriol Vinyals, Zeynep Akata

arxiv:2306.07282 v2 · 2023-06-12 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RRDKF72LEG4VWBCL373AKUHUER}

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

1 paper in Pith

From Codebooks to VLMs: Evaluating Automated Visual Discourse Analysis for Climate Change on Social Media

Receipt and verification

First computed	2026-07-05T06:42:06.334210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c46a2ff4b21b95b044bdff60550f4247c26c4ded55346fa865a8b81f6de8566

Aliases

arxiv: 2306.07282 · arxiv_version: 2306.07282v2 · doi: 10.48550/arxiv.2306.07282 · pith_short_12: RRDKF72LEG4V · pith_short_16: RRDKF72LEG4VWBCL · pith_short_8: RRDKF72L

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/RRDKF72LEG4VWBCL373AKUHUER \
  | 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: 8c46a2ff4b21b95b044bdff60550f4247c26c4ded55346fa865a8b81f6de8566

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee0fe87b2fe967d7aa03f7605b0c5f16822e7986f0b2af5e2af12323b42bec95",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-12T17:59:48Z",
    "title_canon_sha256": "eb599ff300543b423359b45af5309212085d698a5c9b9a0878e152f303a7e189"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07282",
    "kind": "arxiv",
    "version": 2
  }
}