Pith Number

pith:XR2WMGCW

pith:2023:XR2WMGCW7E2SMTQWCXZEDKVXTW

not attested not anchored not stored refs pending

Large Language Models' Understanding of Math: Source Criticism and Extrapolation

Roozbeh Yousefzadeh, Xuenan Cao

arxiv:2311.07618 v1 · 2023-11-12 · cs.LG · cs.AI · cs.CL · math.HO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XR2WMGCW7E2SMTQWCXZEDKVXTW}

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

1 paper in Pith

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks

Receipt and verification

First computed	2026-07-05T07:12:21.171752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc75661856f935264e1615f241aab79db905734d1f0d8e55bac8d320312df97b

Aliases

arxiv: 2311.07618 · arxiv_version: 2311.07618v1 · doi: 10.48550/arxiv.2311.07618 · pith_short_12: XR2WMGCW7E2S · pith_short_16: XR2WMGCW7E2SMTQW · pith_short_8: XR2WMGCW

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/XR2WMGCW7E2SMTQWCXZEDKVXTW \
  | 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: bc75661856f935264e1615f241aab79db905734d1f0d8e55bac8d320312df97b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d6a3ad984c44dc4eaec449e94edfd211ed2f6bdde80f96ce91209d2f504bed5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "math.HO"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-12T07:52:32Z",
    "title_canon_sha256": "4c540d676a994b0f2d37b08f271b02e5c81cf3c4736bbb9b4892cdc42ee458d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07618",
    "kind": "arxiv",
    "version": 1
  }
}