Pith Number

pith:LUSFVIHX

pith:2025:LUSFVIHXLWYOSYWK4GB5EQ47YT

not attested not anchored not stored refs pending

A Survey of Dimension Estimation Methods

Jakub Malinowski, James A. D. Binnie, John Harvey, Ka Man Yim, Pawe{\l} D{\l}otko

arxiv:2507.13887 v1 · 2025-07-18 · stat.ML · cs.LG · math.DG · math.MG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LUSFVIHXLWYOSYWK4GB5EQ47YT}

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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

2 papers in Pith

Critical Percolation as a Synthetic Data Model for Interpretability

Rethinking Intrinsic Dimension Estimation in Neural Representations

Receipt and verification

First computed	2026-07-05T11:39:25.041849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d245aa0f75db0e962cae183d2439fc4cf1c38daf2d91060f46004bfb667310e

Aliases

arxiv: 2507.13887 · arxiv_version: 2507.13887v1 · doi: 10.48550/arxiv.2507.13887 · pith_short_12: LUSFVIHXLWYO · pith_short_16: LUSFVIHXLWYOSYWK · pith_short_8: LUSFVIHX

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/LUSFVIHXLWYOSYWK4GB5EQ47YT \
  | 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: 5d245aa0f75db0e962cae183d2439fc4cf1c38daf2d91060f46004bfb667310e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eeebf0e2cbab1d572c1632b96cd636fbb60052f63f90249a18e37bc5168ad920",
    "cross_cats_sorted": [
      "cs.LG",
      "math.DG",
      "math.MG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-07-18T13:05:42Z",
    "title_canon_sha256": "1604cfa2fbf4fcb945323c52154404ad6732493eae10a3f489ed3e6b79c9d872"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13887",
    "kind": "arxiv",
    "version": 1
  }
}