Pith Number

pith:HCRHPBDW

pith:2025:HCRHPBDW3YHGBJVQRVKPNNMQVC

not attested not anchored not stored refs pending

Decision Tree Induction Through LLMs via Semantically-Aware Evolution

Mihaela van der Schaar, Nicolas Huynh, Tennison Liu

arxiv:2503.14217 v1 · 2025-03-18 · 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{HCRHPBDW3YHGBJVQRVKPNNMQVC}

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

CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval

Receipt and verification

First computed	2026-07-05T10:33:58.093817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38a2778476de0e60a6b08d54f6b590a890f2d46c031b061b562a9896e7d78b8e

Aliases

arxiv: 2503.14217 · arxiv_version: 2503.14217v1 · doi: 10.48550/arxiv.2503.14217 · pith_short_12: HCRHPBDW3YHG · pith_short_16: HCRHPBDW3YHGBJVQ · pith_short_8: HCRHPBDW

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/HCRHPBDW3YHGBJVQRVKPNNMQVC \
  | 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: 38a2778476de0e60a6b08d54f6b590a890f2d46c031b061b562a9896e7d78b8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba5feecd5c8f03d86b1befb53c8633bc9e83dd119bdac8f54817e08c4b82fc84",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-18T12:52:03Z",
    "title_canon_sha256": "ea9004328f08641663025337b0085c1142f0ecbea07b0923f0a5c9e5b0ce54f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14217",
    "kind": "arxiv",
    "version": 1
  }
}