Pith Number

pith:JBKWM4VK

pith:2025:JBKWM4VKUTPPQ7NDZRMRJPLGTT

not attested not anchored not stored refs pending

Glitches in Decision Tree Ensemble Models

Ashutosh Gupta, Kaushik Mallik, Krishna Shankaranarayanan, Namrita Varshney, Satyankar Chandra

arxiv:2507.14492 v1 · 2025-07-19 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JBKWM4VKUTPPQ7NDZRMRJPLGTT}

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	2026-07-05T11:40:08.178140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48556672aaa4def87da3cc5914bd669cd9d22eabe10db37ca203764bb3701cea

Aliases

arxiv: 2507.14492 · arxiv_version: 2507.14492v1 · doi: 10.48550/arxiv.2507.14492 · pith_short_12: JBKWM4VKUTPP · pith_short_16: JBKWM4VKUTPPQ7ND · pith_short_8: JBKWM4VK

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/JBKWM4VKUTPPQ7NDZRMRJPLGTT \
  | 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: 48556672aaa4def87da3cc5914bd669cd9d22eabe10db37ca203764bb3701cea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "542496081b63df435165cb37bc2b7a4f6e49b0420191f41d998d60f8ca865d0a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-19T05:33:57Z",
    "title_canon_sha256": "2d512c9ab667205b23fc2a407485da18a61370877abbe9519a22842dcf4b61b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14492",
    "kind": "arxiv",
    "version": 1
  }
}