Pith Number

pith:45WMKHRO

pith:2025:45WMKHROISHWRYP4LJWTK4ZFOX

not attested not anchored not stored refs pending

How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code

Dongha Lee, Heejae Chon, HwanJo Yu, Joonwon Jang, Seonghyeon Lee

arxiv:2503.00691 v2 · 2025-03-02 · cs.SE · cs.AI · 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{45WMKHROISHWRYP4LJWTK4ZFOX}

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

FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale

Receipt and verification

First computed	2026-07-05T10:26:15.426344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e76cc51e2e448f68e1fc5a6d35732575f5271b942dc7f4365e3ebccb7ce4c761

Aliases

arxiv: 2503.00691 · arxiv_version: 2503.00691v2 · doi: 10.48550/arxiv.2503.00691 · pith_short_12: 45WMKHROISHW · pith_short_16: 45WMKHROISHWRYP4 · pith_short_8: 45WMKHRO

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/45WMKHROISHWRYP4LJWTK4ZFOX \
  | 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: e76cc51e2e448f68e1fc5a6d35732575f5271b942dc7f4365e3ebccb7ce4c761

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1477942313ee6b3b950db23e151dd79614f8804ddaf82a5285d7fe736611c8e0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-02T02:04:58Z",
    "title_canon_sha256": "e91fd7b07ed43de724a262c9a28bf15576d8abe7b5d0bb02f55d2c18e0edac5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00691",
    "kind": "arxiv",
    "version": 2
  }
}