Pith Number

pith:7BAXVSEM

pith:2025:7BAXVSEM4SAOBMKB3B7H6YJUK2

not attested not anchored not stored refs pending

Adaptive Test-Time Intervention for Concept Bottleneck Models

Abhineet Agarwal, Aliyah Hsu, Bin Yu, Matthew Shen

arxiv:2503.06730 v2 · 2025-03-09 · 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{7BAXVSEM4SAOBMKB3B7H6YJUK2}

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

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models

Receipt and verification

First computed	2026-07-05T10:48:57.936273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8417ac88ce480e0b141d87e7f613456a047e5f675d28c6554e7ecbb4be2f774

Aliases

arxiv: 2503.06730 · arxiv_version: 2503.06730v2 · doi: 10.48550/arxiv.2503.06730 · pith_short_12: 7BAXVSEM4SAO · pith_short_16: 7BAXVSEM4SAOBMKB · pith_short_8: 7BAXVSEM

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/7BAXVSEM4SAOBMKB3B7H6YJUK2 \
  | 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: f8417ac88ce480e0b141d87e7f613456a047e5f675d28c6554e7ecbb4be2f774

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b472f90a9a7fc7eccc5800dd0887dca095e69b020671c281416090229848337c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-09T19:03:48Z",
    "title_canon_sha256": "94d4aa420dd33773e5e2b00883e0d29787c37693771bb1f6b37df2dfd8c23649"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06730",
    "kind": "arxiv",
    "version": 2
  }
}