Pith Number

pith:LIODAA43

pith:2025:LIODAA43KT6AHUUXAIMLFAGDBM

not attested not anchored not stored refs pending

Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification

Esin Tureci, Olga Russakovsky, William Yang, Xindi Wu, Zhiwei Deng

arxiv:2510.24078 v2 · 2025-10-28 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIODAA43KT6AHUUXAIMLFAGDBM}

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	2026-06-02T01:03:35.691983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a1c30039b54fc03d2970218b280c30b2f0580c08e0fa8d8f2bb8a856b97bf41

Aliases

arxiv: 2510.24078 · arxiv_version: 2510.24078v2 · doi: 10.48550/arxiv.2510.24078 · pith_short_12: LIODAA43KT6A · pith_short_16: LIODAA43KT6AHUUX · pith_short_8: LIODAA43

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/LIODAA43KT6AHUUXAIMLFAGDBM \
  | 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: 5a1c30039b54fc03d2970218b280c30b2f0580c08e0fa8d8f2bb8a856b97bf41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "854a9f795bc529cc71392b633d7838c391a68768549375b0d42dc7715b16cf52",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-28T05:40:14Z",
    "title_canon_sha256": "91186d60b77f95c7c04276186aa2b0ea0cffcd81a129fd85fb26243078fb2504"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.24078",
    "kind": "arxiv",
    "version": 2
  }
}