Pith Number

pith:FRK4M75J

pith:2025:FRK4M75JGRKNV7WGRJF5VEAD4C

not attested not anchored not stored refs pending

Complex LLM Planning via Automated Heuristics Discovery

Anwesha Basu, Blake Olson, Gaurangi Sinha, Hongyi Ling, James Caverlee, Sambhav Khurana, Shubham Parashar, Shuiwang Ji, Zhengzhong Tu

arxiv:2502.19295 v1 · 2025-02-26 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FRK4M75JGRKNV7WGRJF5VEAD4C}

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 Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving

Receipt and verification

First computed	2026-07-05T10:20:29.516347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c55c67fa93454dafec68a4bda9003e0a9b95315c7a4edde9e0677ad88d14ea7

Aliases

arxiv: 2502.19295 · arxiv_version: 2502.19295v1 · doi: 10.48550/arxiv.2502.19295 · pith_short_12: FRK4M75JGRKN · pith_short_16: FRK4M75JGRKNV7WG · pith_short_8: FRK4M75J

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/FRK4M75JGRKNV7WGRJF5VEAD4C \
  | 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: 2c55c67fa93454dafec68a4bda9003e0a9b95315c7a4edde9e0677ad88d14ea7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2f8ff1c63bae81a0a788b9ec7eb799c5bfdedb4311a0dbc688b29c1bdcd63d0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-26T16:52:31Z",
    "title_canon_sha256": "3f85f386ecb0d1bb72eeb95d076075d096e6a165c930e3b0dd910a96aef96090"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19295",
    "kind": "arxiv",
    "version": 1
  }
}