Pith Number

pith:CD4AM5BG

pith:2025:CD4AM5BGXDJNWGXPDU3ODDBSWE

not attested not anchored not stored refs pending

Most General Explanations of Tree Ensembles (Extended Version)

Alexey Ignatiev, Joao Marques-Silva, Peter J. Stuckey, Sasha Rubin, Yacine Izza

arxiv:2505.10991 v3 · 2025-05-16 · cs.AI · cs.LG · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CD4AM5BGXDJNWGXPDU3ODDBSWE}

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	2026-07-05T11:05:44.744744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10f8067426b8d2db1aef1d36e18c32b11135faef385b3dec8b809057e517775d

Aliases

arxiv: 2505.10991 · arxiv_version: 2505.10991v3 · doi: 10.48550/arxiv.2505.10991 · pith_short_12: CD4AM5BGXDJN · pith_short_16: CD4AM5BGXDJNWGXP · pith_short_8: CD4AM5BG

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/CD4AM5BGXDJNWGXPDU3ODDBSWE \
  | 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: 10f8067426b8d2db1aef1d36e18c32b11135faef385b3dec8b809057e517775d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d22bd246681051b17cbf63b23dfb1d3168d8befb374ab5e4c76f839738a3ad5f",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-16T08:42:01Z",
    "title_canon_sha256": "0a0f6b2f0359b3ba3e56a32415589c8e2afa34894a2df8b376932c1dbf890e70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10991",
    "kind": "arxiv",
    "version": 3
  }
}