Pith Number

pith:QT46E4SF

pith:2025:QT46E4SFYWM3DOJ2SGPKAKK5AG

not attested not anchored not stored refs pending

Covariates-Adjusted Mixed-Membership Estimation: A Novel Network Model with Optimal Guarantees

Jianqing Fan, Jiawei Ge, Jikai Hou

arxiv:2502.06671 v1 · 2025-02-10 · math.ST · stat.ML · 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{QT46E4SFYWM3DOJ2SGPKAKK5AG}

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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

AI-Augmented Statistical Network Estimation with Proxy Gene Embeddings

Receipt and verification

First computed	2026-07-05T10:12:10.319387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84f9e27245c599b1b93a919ea0295d01aa35b161c8a367f24b0c17b28d3daae5

Aliases

arxiv: 2502.06671 · arxiv_version: 2502.06671v1 · doi: 10.48550/arxiv.2502.06671 · pith_short_12: QT46E4SFYWM3 · pith_short_16: QT46E4SFYWM3DOJ2 · pith_short_8: QT46E4SF

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/QT46E4SFYWM3DOJ2SGPKAKK5AG \
  | 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: 84f9e27245c599b1b93a919ea0295d01aa35b161c8a367f24b0c17b28d3daae5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afbaf3580c5cdb5b557ee9c255945276507c97ce568014c028f495145025bc9f",
    "cross_cats_sorted": [
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2025-02-10T16:56:00Z",
    "title_canon_sha256": "98fc44f4e06d470180ba5f792b403234695476cfd02aed650894eaa7f0971764"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06671",
    "kind": "arxiv",
    "version": 1
  }
}