Pith Number

pith:2FJ7H4VS

pith:2023:2FJ7H4VS2QX3L6MAVFQV3UO6JL

not attested not anchored not stored refs pending

An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP)

Abhinav Koyyalamudi, Lakshmivihari Mareedu, Noel Ngu, Paulo Shakarian

arxiv:2302.13814 v2 · 2023-02-23 · cs.CL · cs.AI · 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{2FJ7H4VS2QX3L6MAVFQV3UO6JL}

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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

Neuro-Symbolic Data Generation for Math Reasoning

Receipt and verification

First computed	2026-07-05T05:46:39.889823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d153f3f2b2d42fb5f980a9615dd1de4af70447744753d55015972ca97a1ff5f5

Aliases

arxiv: 2302.13814 · arxiv_version: 2302.13814v2 · doi: 10.48550/arxiv.2302.13814 · pith_short_12: 2FJ7H4VS2QX3 · pith_short_16: 2FJ7H4VS2QX3L6MA · pith_short_8: 2FJ7H4VS

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/2FJ7H4VS2QX3L6MAVFQV3UO6JL \
  | 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: d153f3f2b2d42fb5f980a9615dd1de4af70447744753d55015972ca97a1ff5f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9a9168e523cb3f38e4f09630343b028030451344c45a28e1b8825482c677318",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-23T16:06:16Z",
    "title_canon_sha256": "eced63e2ca9bdfd99cb08d934ecfb445ae0ab3f9698aba52f872cd2ea12a6426"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.13814",
    "kind": "arxiv",
    "version": 2
  }
}