Pith Number

pith:SPLEXO74

pith:2025:SPLEXO74LMXZJUOAYC52U45VZM

not attested not anchored not stored refs pending

Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models

Deval Mehta, Wei Feng, Yiwen Jiang, Zongyuan Ge

arxiv:2506.01334 v1 · 2025-06-02 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SPLEXO74LMXZJUOAYC52U45VZM}

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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

2 papers in Pith

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models

Neurosymbolic Framework for Concept-Driven Logical Reasoning in Skeleton-Based Human Action Recognition

Receipt and verification

First computed	2026-07-05T11:14:11.894837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93d64bbbfc5b2f94d1c0c0bbaa73b5cb25c30a5d7092b68b0c7d85e0f0a32ae7

Aliases

arxiv: 2506.01334 · arxiv_version: 2506.01334v1 · doi: 10.48550/arxiv.2506.01334 · pith_short_12: SPLEXO74LMXZ · pith_short_16: SPLEXO74LMXZJUOA · pith_short_8: SPLEXO74

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/SPLEXO74LMXZJUOAYC52U45VZM \
  | 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: 93d64bbbfc5b2f94d1c0c0bbaa73b5cb25c30a5d7092b68b0c7d85e0f0a32ae7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aafbd5cfaca08154c6433ef025349874877d8ac4665552548d2805ab6a89ca9a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-02T05:25:52Z",
    "title_canon_sha256": "47e150eb234269b7489a709dcc34612687469252544be81d3d5c3f2e6d43ed5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01334",
    "kind": "arxiv",
    "version": 1
  }
}