Pith Number

pith:NOSNDVN6

pith:2025:NOSNDVN6FQDBXW56M2TK7RMTCX

not attested not anchored not stored refs pending

JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs

Aliaksandra Shysheya, David Duvenaud, James Requeima, Javier Gonzalez, John Bronskill, Richard E. Turner, Shoaib Ahmed Siddiqui

arxiv:2502.11877 v1 · 2025-02-17 · stat.ML · 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{NOSNDVN6FQDBXW56M2TK7RMTCX}

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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

Beyond IID: How General Are Tabular Foundation Models, Really?

Receipt and verification

First computed	2026-07-05T10:15:35.511507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ba4d1d5be2c061bdbbe66a6afc59315d9449b9ab9d1a83400877921527ee89b

Aliases

arxiv: 2502.11877 · arxiv_version: 2502.11877v1 · doi: 10.48550/arxiv.2502.11877 · pith_short_12: NOSNDVN6FQDB · pith_short_16: NOSNDVN6FQDBXW56 · pith_short_8: NOSNDVN6

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/NOSNDVN6FQDBXW56M2TK7RMTCX \
  | 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: 6ba4d1d5be2c061bdbbe66a6afc59315d9449b9ab9d1a83400877921527ee89b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf1c68dbdde77b1dbb292d4b5ee776014b064fcca876361ff878eb657b15e502",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-17T15:03:54Z",
    "title_canon_sha256": "f8141ef0f0eabfef0190898e52ba52da80726ea76222784f53ba68c8792698f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11877",
    "kind": "arxiv",
    "version": 1
  }
}