Pith Number

pith:C2TOCYQD

pith:2025:C2TOCYQD44VNSK7O47HTTBPL4B

not attested not anchored not stored refs pending

Beyond Accuracy: An Empirical Study of Uncertainty Estimation in Imputation

Mostafa Milani, Zarin Tahia Hossain

arxiv:2511.21607 v1 · 2025-11-26 · cs.DB · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C2TOCYQD44VNSK7O47HTTBPL4B}

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

Missingness-aware Data Imputation via AI-powered Bayesian Generative Modeling

Receipt and verification

First computed	2026-06-23T01:12:50.026799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16a6e16203e72ad92beee7cf3985ebe0560d87f6e8a9ee9cf0b68805806c98a9

Aliases

arxiv: 2511.21607 · arxiv_version: 2511.21607v1 · doi: 10.48550/arxiv.2511.21607 · pith_short_12: C2TOCYQD44VN · pith_short_16: C2TOCYQD44VNSK7O · pith_short_8: C2TOCYQD

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/C2TOCYQD44VNSK7O47HTTBPL4B \
  | 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: 16a6e16203e72ad92beee7cf3985ebe0560d87f6e8a9ee9cf0b68805806c98a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea1e86675b673aadf91a9abf3f2c155884d37f7fe804990a703aaf5e2b740cb2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2025-11-26T17:27:59Z",
    "title_canon_sha256": "05c7eb2e87f2bac2f9a168718d9160d216a354132c9c3333d4ae861a71295a59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.21607",
    "kind": "arxiv",
    "version": 1
  }
}