Pith Number

pith:YSWFYLZY

pith:2024:YSWFYLZYGB2E74H4XQCM2JAE7P

not attested not anchored not stored refs pending

Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs

Aniket Didolkar, Anirudh Goyal, Bernhard Sch\"olkopf, Ferenc Husz\'ar, Nan Rosemary Ke, Siyuan Guo

arxiv:2405.15485 v1 · 2024-05-24 · cs.AI · 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{YSWFYLZYGB2E74H4XQCM2JAE7P}

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

A Survey on Large Language Models for Mathematical Reasoning

Receipt and verification

First computed	2026-07-05T08:22:50.203909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4ac5c2f3830744ff0fcbc04cd2404fbec45a7b97ec362b79418fb53d00d129e

Aliases

arxiv: 2405.15485 · arxiv_version: 2405.15485v1 · doi: 10.48550/arxiv.2405.15485 · pith_short_12: YSWFYLZYGB2E · pith_short_16: YSWFYLZYGB2E74H4 · pith_short_8: YSWFYLZY

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/YSWFYLZYGB2E74H4XQCM2JAE7P \
  | 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: c4ac5c2f3830744ff0fcbc04cd2404fbec45a7b97ec362b79418fb53d00d129e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cdaa90a5acba1bf9103a0e37eb78217883f152a9a957ae2398226e256b15db4",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-24T12:04:54Z",
    "title_canon_sha256": "1ecc20dd27b70e21af1a165b571425e5e84211f03b8c0e45509408e549578d8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15485",
    "kind": "arxiv",
    "version": 1
  }
}