Pith Number

pith:A5LXNWH5

pith:2017:A5LXNWH5K3HRCKHUONNO72TRTB

not attested not anchored not stored refs pending

Fair Forests: Regularized Tree Induction to Minimize Model Bias

Edward Raff, Jared Sylvester, Steven Mills

arxiv:1712.08197 v1 · 2017-12-21 · 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{A5LXNWH5K3HRCKHUONNO72TRTB}

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	2026-05-18T00:27:24.178894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

075776d8fd56cf1128f4735aefea7198577994697311a13f1d4d5ccade2421fa

Aliases

arxiv: 1712.08197 · arxiv_version: 1712.08197v1 · doi: 10.48550/arxiv.1712.08197 · pith_short_12: A5LXNWH5K3HR · pith_short_16: A5LXNWH5K3HRCKHU · pith_short_8: A5LXNWH5

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/A5LXNWH5K3HRCKHUONNO72TRTB \
  | 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: 075776d8fd56cf1128f4735aefea7198577994697311a13f1d4d5ccade2421fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6b96b05f42d6e024eac3fa0c339913a3e9b816c586ef413946566cc2263d54d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-12-21T20:19:48Z",
    "title_canon_sha256": "b4646d0406b34cca41ed47909adefd3c3bf76b21d58a52ff5c6c9229ddfb5d38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.08197",
    "kind": "arxiv",
    "version": 1
  }
}