Pith Number

pith:75WWH63R

pith:2022:75WWH63R6ITC7JL3VLBBP5QB4Z

not attested not anchored not stored refs pending

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation

Casimir J.H. Ludwig, Gaurav Malhotra, Jeffrey S. Bowers, Milton L. Montero, Rui Ponte Costa

arxiv:2204.02283 v2 · 2022-04-05 · cs.LG · cs.AI · 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{75WWH63R6ITC7JL3VLBBP5QB4Z}

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

Learning to Theorize the World from Observation

Receipt and verification

First computed	2026-07-05T08:31:38.069181Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff6d63fb71f2262fa57baac217f601e67f512d81486522dfba6d4b05fc9036b6

Aliases

arxiv: 2204.02283 · arxiv_version: 2204.02283v2 · doi: 10.48550/arxiv.2204.02283 · pith_short_12: 75WWH63R6ITC · pith_short_16: 75WWH63R6ITC7JL3 · pith_short_8: 75WWH63R

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/75WWH63R6ITC7JL3VLBBP5QB4Z \
  | 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: ff6d63fb71f2262fa57baac217f601e67f512d81486522dfba6d4b05fc9036b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08c396401d1431ed69720101a610c1d3e0d49dcd5d2550fab373c156dbc6cac9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-05T15:31:06Z",
    "title_canon_sha256": "a527a95650993ac3c91f9c4a0d1ed33214271ab7fa2f71b30223117d5639620a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.02283",
    "kind": "arxiv",
    "version": 2
  }
}