Pith Number

pith:MJL4FY3P

pith:2026:MJL4FY3PVNTTNXB4IUMQ4VPDII

not attested not anchored not stored refs pending

The Illusion of Generalization in Tabular Language Models

Aditya Gorla, Ratish Puduppully

arxiv:2602.04031 v2 · 2026-02-03 · 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{MJL4FY3PVNTTNXB4IUMQ4VPDII}

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

3 papers in Pith

STRABLE: Benchmarking Tabular Machine Learning with Strings

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Towards Universal Tabular Embeddings: A Benchmark Across Data Tasks

Receipt and verification

First computed	2026-06-01T01:02:32.156897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6257c2e36fab6736dc3c45190e55e3421f075dbc311145b4a496ee78049791eb

Aliases

arxiv: 2602.04031 · arxiv_version: 2602.04031v2 · doi: 10.48550/arxiv.2602.04031 · pith_short_12: MJL4FY3PVNTT · pith_short_16: MJL4FY3PVNTTNXB4 · pith_short_8: MJL4FY3P

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/MJL4FY3PVNTTNXB4IUMQ4VPDII \
  | 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: 6257c2e36fab6736dc3c45190e55e3421f075dbc311145b4a496ee78049791eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abec0036db7a49eb0996e3292ca22a29a50b5ef9ac35931079cc74bc4839dc48",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-03T21:41:30Z",
    "title_canon_sha256": "10a775ea978faa43bfe2b7638de15373cdd197f6ea73ac197d1e8c517c4600f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.04031",
    "kind": "arxiv",
    "version": 2
  }
}