Pith Number

pith:TDXHM335

pith:2024:TDXHM335BVPTIKPEO7BZHACZEZ

not attested not anchored not stored refs pending

Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?

Julia E. Vogt, Moritz Vandenhirtz, Ri\v{c}ards Marcinkevi\v{c}s, Sonia Laguna

arxiv:2401.13544 v3 · 2024-01-24 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDXHM335BVPTIKPEO7BZHACZEZ}

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

Concept-driven Off Policy Evaluation

Receipt and verification

First computed	2026-07-05T09:26:23.630404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98ee766f7d0d5f3429e477c393805926532e685bb94c37f760a1876508868947

Aliases

arxiv: 2401.13544 · arxiv_version: 2401.13544v3 · doi: 10.48550/arxiv.2401.13544 · pith_short_12: TDXHM335BVPT · pith_short_16: TDXHM335BVPTIKPE · pith_short_8: TDXHM335

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/TDXHM335BVPTIKPEO7BZHACZEZ \
  | 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: 98ee766f7d0d5f3429e477c393805926532e685bb94c37f760a1876508868947

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45fcb1ee3c6a225af98e946a3c34e97e00d01353c5eb9b0807a7866eedb04a0c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-24T16:02:14Z",
    "title_canon_sha256": "35326c22a3c388ee8bb652a7c3b73079e271cc5190631f2872e588ca7771d498"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.13544",
    "kind": "arxiv",
    "version": 3
  }
}