Pith Number

pith:LFD4RMKD

pith:2021:LFD4RMKDIJVQG7XLZ36YDHNOMM

not attested not anchored not stored refs pending

Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches

Adrian Weller, Botty Dimanov, Dmitry Kazhdan, Helena Andres Terre, Mateja Jamnik, Pietro Li\`o

arxiv:2104.06917 v1 · 2021-04-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LFD4RMKDIJVQG7XLZ36YDHNOMM}

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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

4 papers in Pith

In Defense of Information Leakage in Concept-based Models

If Concept Bottlenecks are the Question, are Foundation Models the Answer?

Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations

Weakly Supervised Concept Learning for Object-centric Visual Reasoning

Receipt and verification

First computed	2026-07-05T02:32:11.024411Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5947c8b143426b037eebcefd819dae631050f0ab102a4a2f7c4b892264502bd5

Aliases

arxiv: 2104.06917 · arxiv_version: 2104.06917v1 · doi: 10.48550/arxiv.2104.06917 · pith_short_12: LFD4RMKDIJVQ · pith_short_16: LFD4RMKDIJVQG7XL · pith_short_8: LFD4RMKD

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/LFD4RMKDIJVQG7XLZ36YDHNOMM \
  | 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: 5947c8b143426b037eebcefd819dae631050f0ab102a4a2f7c4b892264502bd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40391dbf4cc1e85c4e4870da374c1ae5ce23b74c81785151cff33e2ae8d6c981",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-14T15:06:34Z",
    "title_canon_sha256": "038c0537d6144d404b553bf6867cbfae8c3e05cd2f381a7a4cd5a6632b378db4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.06917",
    "kind": "arxiv",
    "version": 1
  }
}