Pith Number

pith:M3TNQ7MA

pith:2025:M3TNQ7MAEVJBBJOX6YNM3NXGPH

not attested not anchored not stored refs pending

A Systematic Evaluation of Generative Models on Tabular Transportation Data

Alvaro Cardenas, Chengen Wang, Gurcan Comert, Murat Kantarcioglu

arxiv:2502.08856 v1 · 2025-02-13 · 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{M3TNQ7MAEVJBBJOX6YNM3NXGPH}

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.

Receipt and verification

First computed	2026-07-05T10:13:48.711278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66e6d87d80255210a5d7f61acdb6e679de1c0e0501ddeba8a7446c0b565f472d

Aliases

arxiv: 2502.08856 · arxiv_version: 2502.08856v1 · doi: 10.48550/arxiv.2502.08856 · pith_short_12: M3TNQ7MAEVJB · pith_short_16: M3TNQ7MAEVJBBJOX · pith_short_8: M3TNQ7MA

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/M3TNQ7MAEVJBBJOX6YNM3NXGPH \
  | 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: 66e6d87d80255210a5d7f61acdb6e679de1c0e0501ddeba8a7446c0b565f472d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd99c753c08484f8543b5556917bcfc6adae2e0c2aab64b1e3ca033ae3ea5fc5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-13T00:14:55Z",
    "title_canon_sha256": "7fec28e4f49be0ad0d572e49d89f725a7a485fe95d7143962a44cd8286b94cc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08856",
    "kind": "arxiv",
    "version": 1
  }
}