Pith Number

pith:LSK2Q7DP

pith:2023:LSK2Q7DP2EUZWLHBYYHTBCWD4U

not attested not anchored not stored refs pending

Mathematical Language Models: A Survey

Aimin Zhou, Bo Jiang, Hanglei Hu, Jiayi Zeng, Jie Zhou, Junsong Li, Liang He, Mengliang He, Qin Chen, Wentao Liu, Yuyang Ding

arxiv:2312.07622 v4 · 2023-12-12 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LSK2Q7DP2EUZWLHBYYHTBCWD4U}

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

Evaluation of LLMs for mathematical problem solving

Receipt and verification

First computed	2026-07-05T09:55:53.805202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c95a87c6fd1299b2ce1c60f308ac3e5191678dc5b7dcfa7560f17190f3e5209

Aliases

arxiv: 2312.07622 · arxiv_version: 2312.07622v4 · doi: 10.48550/arxiv.2312.07622 · pith_short_12: LSK2Q7DP2EUZ · pith_short_16: LSK2Q7DP2EUZWLHB · pith_short_8: LSK2Q7DP

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/LSK2Q7DP2EUZWLHBYYHTBCWD4U \
  | 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: 5c95a87c6fd1299b2ce1c60f308ac3e5191678dc5b7dcfa7560f17190f3e5209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "976b783c649c486b96d7796038d4c4160c18a9f2c78529564f131a41d4acb93a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-12T01:39:16Z",
    "title_canon_sha256": "1c66e0983333f824a4a16aa138d74c76f45875171d98913f600bf0d3e9c106df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07622",
    "kind": "arxiv",
    "version": 4
  }
}