Pith Number

pith:XCQG3UBV

pith:2023:XCQG3UBVSLWGY3NY462FIV4IEO

not attested not anchored not stored refs pending

Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data

Abhilash Shankarampeta, Arpit Patil, Elena Simperl, Mubashara Akhtar, Oana Cocarascu, Vivek Gupta

arxiv:2311.02216 v1 · 2023-11-03 · cs.CL · 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{XCQG3UBVSLWGY3NY462FIV4IEO}

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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

The CRISTAL Method: Neurosymbolic analysis from AI-synthesized world models

TSVer: A Benchmark for Fact Verification Against Time-Series Evidence

Receipt and verification

First computed	2026-07-05T07:09:07.637009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8a06dd03592ec6c6db8e7b45457882399d0227b84c7548cbe7fc4ed29d74074

Aliases

arxiv: 2311.02216 · arxiv_version: 2311.02216v1 · doi: 10.48550/arxiv.2311.02216 · pith_short_12: XCQG3UBVSLWG · pith_short_16: XCQG3UBVSLWGY3NY · pith_short_8: XCQG3UBV

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/XCQG3UBVSLWGY3NY462FIV4IEO \
  | 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: b8a06dd03592ec6c6db8e7b45457882399d0227b84c7548cbe7fc4ed29d74074

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38e2779457834e29287e412e5fb88333643b04ad0d6ccd85e3eed437c415d3c1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-03T20:05:30Z",
    "title_canon_sha256": "4f11c8ba6ea2f2b4df2bf5185cb08f74ea16cd47fbd6f56f7551f96a17f97346"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02216",
    "kind": "arxiv",
    "version": 1
  }
}