Pith Number

pith:2FLSW3JS

pith:2024:2FLSW3JSHO354RGNQZMF7KLVLF

not attested not anchored not stored refs pending

A Concept-Based Explainability Framework for Large Multimodal Models

Alasdair Newson, Jayneel Parekh, Matthieu Cord, Mustafa Shukor, Pegah Khayatan

arxiv:2406.08074 v3 · 2024-06-12 · cs.LG · cs.AI · cs.CL · 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{2FLSW3JSHO354RGNQZMF7KLVLF}

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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

1 paper in Pith

A framework for analyzing concept representations in neural models

Receipt and verification

First computed	2026-07-05T09:42:26.435527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1572b6d323bb7de44cd86585fa975595efac42ab41a5c77ee10449b6ac8614c

Aliases

arxiv: 2406.08074 · arxiv_version: 2406.08074v3 · doi: 10.48550/arxiv.2406.08074 · pith_short_12: 2FLSW3JSHO35 · pith_short_16: 2FLSW3JSHO354RGN · pith_short_8: 2FLSW3JS

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/2FLSW3JSHO354RGNQZMF7KLVLF \
  | 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: d1572b6d323bb7de44cd86585fa975595efac42ab41a5c77ee10449b6ac8614c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8acde64a52c86c3481e98e51f64ebec2691c0a29d35191197a16a4825118dade",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-12T10:48:53Z",
    "title_canon_sha256": "a69f888b83bb8446fd5702bb4bcb45f48c311a18c8e20e2a1b2f87eec2cfa3aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08074",
    "kind": "arxiv",
    "version": 3
  }
}