Pith Number

pith:VQ6I373V

pith:2025:VQ6I373VWFOF6XFLLBA23I2VIY

not attested not anchored not stored refs pending

Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges

Keith Ross, Minwu Kim, Safal Shrestha

arxiv:2502.08680 v1 · 2025-02-12 · cs.LG · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VQ6I373VWFOF6XFLLBA23I2VIY}

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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.

Receipt and verification

First computed	2026-07-05T10:13:28.429148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac3c8dff75b15c5f5cab5841ada355461cf6599844cdeafbef80587c57471970

Aliases

arxiv: 2502.08680 · arxiv_version: 2502.08680v1 · doi: 10.48550/arxiv.2502.08680 · pith_short_12: VQ6I373VWFOF · pith_short_16: VQ6I373VWFOF6XFL · pith_short_8: VQ6I373V

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/VQ6I373VWFOF6XFLLBA23I2VIY \
  | 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: ac3c8dff75b15c5f5cab5841ada355461cf6599844cdeafbef80587c57471970

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf4268567fd87ac77e2d27523ea513de1c17c71f66dd60f82088bfefe143d87b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-12T09:53:10Z",
    "title_canon_sha256": "fd9be6da1e65dba46bf8b3c43d86cb1c82e09b35d60c0ebdc2cc32208bc388cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08680",
    "kind": "arxiv",
    "version": 1
  }
}