Pith Number

pith:OP6DBQXG

pith:2019:OP6DBQXGDKCX56ANE6TXOYMXTI

not attested not anchored not stored refs pending

Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees

Bin Yu, Chandan Singh, Summer Devlin, W. James Murdoch

arxiv:1905.07631 v1 · 2019-05-18 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OP6DBQXGDKCX56ANE6TXOYMXTI}

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	2026-05-17T23:45:49.013351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73fc30c2e61a857ef80d27a77761979a0a90555cccafb20ca11573b34d09880b

Aliases

arxiv: 1905.07631 · arxiv_version: 1905.07631v1 · doi: 10.48550/arxiv.1905.07631 · pith_short_12: OP6DBQXGDKCX · pith_short_16: OP6DBQXGDKCX56AN · pith_short_8: OP6DBQXG

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/OP6DBQXGDKCX56ANE6TXOYMXTI \
  | 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: 73fc30c2e61a857ef80d27a77761979a0a90555cccafb20ca11573b34d09880b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cff8ccbd57e7550f1ba9174acad6884affc2040961d130e5bc805cdbe118973d",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-18T19:46:41Z",
    "title_canon_sha256": "eb3ced5d50de47832ae5958e00152204fbdfaedc7254689c37c3e2dd022fbc87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.07631",
    "kind": "arxiv",
    "version": 1
  }
}