Pith Number

pith:Z7KKSCLY

pith:2026:Z7KKSCLYJNODRWRS767VN7SGSE

not attested not anchored not stored refs pending

Prediction-Only Distillation in Linear and Logistic Regression

Alessandro Rinaldo, Hien Dang, Pratik Patil

arxiv:2607.15450 v1 · 2026-07-16 · math.ST · cs.LG · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z7KKSCLYJNODRWRS767VN7SGSE}

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	2026-07-20T00:18:34.709907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfd4a909784b5c38da32ffbf56fe46913bfa6e9323a7a34ecf1ebbd4c671edb4

Aliases

arxiv: 2607.15450 · arxiv_version: 2607.15450v1 · doi: 10.48550/arxiv.2607.15450 · pith_short_12: Z7KKSCLYJNOD · pith_short_16: Z7KKSCLYJNODRWRS · pith_short_8: Z7KKSCLY

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/Z7KKSCLYJNODRWRS767VN7SGSE \
  | 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: cfd4a909784b5c38da32ffbf56fe46913bfa6e9323a7a34ecf1ebbd4c671edb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a30c8c14a1d7bcbbe277b360aa21ad3c488a694119a91d2fb7116f862e3fce6a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2026-07-16T20:45:56Z",
    "title_canon_sha256": "7125be99f4233b9de3325caa66f1a5071223ea2a5a795f9f8450e9831d1d2cb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15450",
    "kind": "arxiv",
    "version": 1
  }
}