Pith Number

pith:5IBZELKM

pith:2026:5IBZELKMHBYBXMTA2MI42DZWB3

not attested not anchored not stored refs pending

Beyond Point Estimates: Reliable Evaluation of Prediction Performance Metrics under Clustered Data

Daeyoung Lim, Taekwon Hong, Woojung Bae

arxiv:2606.03656 v1 · 2026-06-02 · 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{5IBZELKMHBYBXMTA2MI42DZWB3}

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	2026-06-03T01:06:03.674817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea03922d4c38701bb260d311cd0f360eef5a2497ce8154a886e905b1b75f78c4

Aliases

arxiv: 2606.03656 · arxiv_version: 2606.03656v1 · doi: 10.48550/arxiv.2606.03656 · pith_short_12: 5IBZELKMHBYB · pith_short_16: 5IBZELKMHBYBXMTA · pith_short_8: 5IBZELKM

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/5IBZELKMHBYBXMTA2MI42DZWB3 \
  | 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: ea03922d4c38701bb260d311cd0f360eef5a2497ce8154a886e905b1b75f78c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2590f2eef32b16249f5231b209765d3df4c08412fcaf84f4aaf125b338c0b28b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-06-02T13:45:59Z",
    "title_canon_sha256": "4e36c814705a5334a721d402b18b6b6451f795bcab17d581c3125f97ae8b2044"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03656",
    "kind": "arxiv",
    "version": 1
  }
}