Pith Number

pith:RBJVYHNP

pith:2025:RBJVYHNPP4KT73OIEDDWDRQYHH

not attested not anchored not stored refs pending

When and how can inexact generative models still sample from the data manifold?

Adriaan de Clercq, Nisha Chandramoorthy

arxiv:2508.07581 v1 · 2025-08-11 · cs.LG · math.DS · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RBJVYHNPP4KT73OIEDDWDRQYHH}

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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

Provably Learning Diffusion Models under the Manifold Hypothesis: Collapse and Refine

Receipt and verification

First computed	2026-07-05T11:51:48.679790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88535c1daf7f153fedc820c761c61839e22bda00564452b8ac50df5f340b10bb

Aliases

arxiv: 2508.07581 · arxiv_version: 2508.07581v1 · doi: 10.48550/arxiv.2508.07581 · pith_short_12: RBJVYHNPP4KT · pith_short_16: RBJVYHNPP4KT73OI · pith_short_8: RBJVYHNP

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/RBJVYHNPP4KT73OIEDDWDRQYHH \
  | 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: 88535c1daf7f153fedc820c761c61839e22bda00564452b8ac50df5f340b10bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "080ebfd3e43799b3ec625f640447d8e81c1badb5c9220d7bdf7754c426ad8098",
    "cross_cats_sorted": [
      "math.DS",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T03:24:34Z",
    "title_canon_sha256": "931556cdef8fe448e15413a6e36a4075891b285af63347a72e8e66788537b0a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07581",
    "kind": "arxiv",
    "version": 1
  }
}