Pith Number

pith:PKFEJU7Y

pith:2025:PKFEJU7YF4KEDMUT3DIVED2U57

not attested not anchored not stored refs pending

Locality-aware Concept Bottleneck Model

Byoung-Tak Zhang, Eungseo Kim, Hyundo Lee, Inwoo Hwang, Sanghack Lee, Sujin Jeon

arxiv:2508.14562 v1 · 2025-08-20 · 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{PKFEJU7YF4KEDMUT3DIVED2U57}

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

3 papers in Pith

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models

Prototype-Grounded Concept Models for Verifiable Concept Alignment

Receipt and verification

First computed	2026-07-05T11:56:34.319225Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a8a44d3f82f1441b293d8d1520f54efd682852d6c4b1ea1099844631c7ac619

Aliases

arxiv: 2508.14562 · arxiv_version: 2508.14562v1 · doi: 10.48550/arxiv.2508.14562 · pith_short_12: PKFEJU7YF4KE · pith_short_16: PKFEJU7YF4KEDMUT · pith_short_8: PKFEJU7Y

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/PKFEJU7YF4KEDMUT3DIVED2U57 \
  | 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: 7a8a44d3f82f1441b293d8d1520f54efd682852d6c4b1ea1099844631c7ac619

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf4f73cb7f108ab0bf1b77bd7bd17ab512fe656bc12d8c0e63cf6ed6d3326109",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-20T09:33:48Z",
    "title_canon_sha256": "3eeb4fac93fb6a78ebfa68579413c48f3141f05f8f3d50210f2f936c47b6c4da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14562",
    "kind": "arxiv",
    "version": 1
  }
}