Pith Number

pith:FXPZEXLJ

pith:2023:FXPZEXLJKWYHL4ZTCVJNIOEHYX

not attested not anchored not stored refs pending

Human and AI Perceptual Differences in Image Classification Errors

James Davis, Jiaheng Wei, Minghao Liu, Yang Liu

arxiv:2304.08733 v2 · 2023-04-18 · cs.CV · cs.AI · 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{FXPZEXLJKWYHL4ZTCVJNIOEHYX}

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

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond

People-Centred Medical Image Analysis via Fairness-Aware Human-AI Cooperation

Receipt and verification

First computed	2026-07-05T10:15:41.349766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ddf925d6955b075f3331552d43887c5ead414bbac3b9034f80aaefdc573f895

Aliases

arxiv: 2304.08733 · arxiv_version: 2304.08733v2 · doi: 10.48550/arxiv.2304.08733 · pith_short_12: FXPZEXLJKWYH · pith_short_16: FXPZEXLJKWYHL4ZT · pith_short_8: FXPZEXLJ

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/FXPZEXLJKWYHL4ZTCVJNIOEHYX \
  | 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: 2ddf925d6955b075f3331552d43887c5ead414bbac3b9034f80aaefdc573f895

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a32ac1d07e8e2cf316ee8a9c07019a1c4c52d26019d728eb881449ff5c8601e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-18T05:09:07Z",
    "title_canon_sha256": "c7c40e51a946b0acd6ed75c71c2f5418396e7ed1c43ed0d769f5cb62ba87604c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.08733",
    "kind": "arxiv",
    "version": 2
  }
}