Pith Number

pith:3HL5WVWM

pith:2025:3HL5WVWMHH3MF2SZJOFZVP7NM5

not attested not anchored not stored refs pending

LILI clustering algorithm: Limit Inferior Leaf Interval Integrated into Causal Forest for Causal Interference

Chuanhou Gao, Di Fan, Yiran Dong

arxiv:2507.03271 v1 · 2025-07-04 · stat.ML · 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{3HL5WVWMHH3MF2SZJOFZVP7NM5}

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.

Receipt and verification

First computed	2026-07-05T11:31:55.850644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9d7db56cc39f6c2ea594b8b9abfed677b0fc51b4be6c940bdf66429b5e3333e

Aliases

arxiv: 2507.03271 · arxiv_version: 2507.03271v1 · doi: 10.48550/arxiv.2507.03271 · pith_short_12: 3HL5WVWMHH3M · pith_short_16: 3HL5WVWMHH3MF2SZ · pith_short_8: 3HL5WVWM

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/3HL5WVWMHH3MF2SZJOFZVP7NM5 \
  | 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: d9d7db56cc39f6c2ea594b8b9abfed677b0fc51b4be6c940bdf66429b5e3333e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01d72dbf85befd3b06f797223f49e8cf6eee7709af78bdccf24f760efe98da12",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-07-04T03:04:00Z",
    "title_canon_sha256": "d5c5ff8ca7da49106771148b176d16d53f1712b889f380250c78dfa609bf44d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03271",
    "kind": "arxiv",
    "version": 1
  }
}