Pith Number

pith:EYNFW7UG

pith:2025:EYNFW7UGONJM4IKEVU6L5N5MPB

not attested not anchored not stored refs pending

Random Rule Forest (RRF): Interpretable and Manageable Ensembles of LLM-Generated Questions for Predicting Success from Unstructured Data

Aaron Ontoyin Yin, Ben Griffin, Diego Vidaurre, Fuat Alican, Joseph Ternasky, Ugur Koyluoglu, Yigit Ihlamur

arxiv:2505.24622 v3 · 2025-05-30 · cs.AI · 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{EYNFW7UGONJM4IKEVU6L5N5MPB}

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

VCBench: Benchmarking LLMs in Venture Capital

Receipt and verification

First computed	2026-06-24T01:14:57.354961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

261a5b7e867352ce2144ad3cbeb7ac787c7975fb118db82fb16f40c44c347251

Aliases

arxiv: 2505.24622 · arxiv_version: 2505.24622v3 · doi: 10.48550/arxiv.2505.24622 · pith_short_12: EYNFW7UGONJM · pith_short_16: EYNFW7UGONJM4IKE · pith_short_8: EYNFW7UG

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/EYNFW7UGONJM4IKEVU6L5N5MPB \
  | 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: 261a5b7e867352ce2144ad3cbeb7ac787c7975fb118db82fb16f40c44c347251

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b66a1fe6a70fb5dfe164168013e1dd6809e2a167175d4a0f4ea0543b2956c8f9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-30T14:13:21Z",
    "title_canon_sha256": "27bb3974fdf32700eebfcc992248c32b6585afdc0c628a58b410e517daaad57f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24622",
    "kind": "arxiv",
    "version": 3
  }
}