Pith Number

pith:XUJYHVDL

pith:2025:XUJYHVDLYJZ4PLXFPENFTAT5GC

not attested not anchored not stored refs pending

TabReason: A Reinforcement Learning-Enhanced Reasoning LLM for Explainable Tabular Data Prediction

Greg Mori, Hossein Hajimirsadeghi, Lauren Kelly Zung, Tommy Xu, Xiangyu Sun, Zhitian Zhang

arxiv:2505.21807 v3 · 2025-05-27 · 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{XUJYHVDLYJZ4PLXFPENFTAT5GC}

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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

2 papers in Pith

ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold

Receipt and verification

First computed	2026-07-05T11:29:11.962632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd1383d46bc273c7aee5791a59827d30936af3e47fbed39927995c2f0c509b2e

Aliases

arxiv: 2505.21807 · arxiv_version: 2505.21807v3 · doi: 10.48550/arxiv.2505.21807 · pith_short_12: XUJYHVDLYJZ4 · pith_short_16: XUJYHVDLYJZ4PLXF · pith_short_8: XUJYHVDL

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/XUJYHVDLYJZ4PLXFPENFTAT5GC \
  | 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: bd1383d46bc273c7aee5791a59827d30936af3e47fbed39927995c2f0c509b2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "279dba7fd304f7a2576e1de6de9ca395979ef73bb1ace3af4a8d9d8eb730cc38",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-27T22:23:11Z",
    "title_canon_sha256": "0405eb28c907adeee8aedafa5875e990f2a4addcc0f4a39dd83f050e845af479"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21807",
    "kind": "arxiv",
    "version": 3
  }
}