Pith Number

pith:QABTJI6J

pith:2025:QABTJI6JB3LFMDWZH5EMYQYPZO

not attested not anchored not stored refs pending

Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity

Baiting Chen, Qi Lei, Victor Li, Yuzhen Mao, Zhun Deng

arxiv:2505.24097 v1 · 2025-05-30 · 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{QABTJI6JB3LFMDWZH5EMYQYPZO}

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	2026-07-05T11:12:41.786770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

800334a3c90ed6560ed93f48cc430fcb88a2b427e4cdd56953072c1cfe6a59fb

Aliases

arxiv: 2505.24097 · arxiv_version: 2505.24097v1 · doi: 10.48550/arxiv.2505.24097 · pith_short_12: QABTJI6JB3LF · pith_short_16: QABTJI6JB3LFMDWZ · pith_short_8: QABTJI6J

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/QABTJI6JB3LFMDWZH5EMYQYPZO \
  | 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: 800334a3c90ed6560ed93f48cc430fcb88a2b427e4cdd56953072c1cfe6a59fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "349af0bf131da15dba97fd72104743cddb70d8c2b34a4127908ce3690fc9f5a2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-30T00:59:25Z",
    "title_canon_sha256": "51f197ddae22e3b933d614ce7e0d4dac60b0f16b593a064838984beddf68fa79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24097",
    "kind": "arxiv",
    "version": 1
  }
}