Pith Number

pith:LS5KLUWF

pith:2023:LS5KLUWF4EOCM5QRRIFX5YA2F7

not attested not anchored not stored refs pending

Inference-time Stochastic Ranking with Risk Control

Hang Li, Jean-Fran\c{c}ois Ton, Ruocheng Guo, Yang Liu

arxiv:2306.07188 v3 · 2023-06-12 · cs.LG · cs.CY · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LS5KLUWF4EOCM5QRRIFX5YA2F7}

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	2026-07-05T08:20:23.206966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cbaa5d2c5e11c2676118a0b7ee01a2fc33343574ddbb836c19197a79d9c4201

Aliases

arxiv: 2306.07188 · arxiv_version: 2306.07188v3 · doi: 10.48550/arxiv.2306.07188 · pith_short_12: LS5KLUWF4EOC · pith_short_16: LS5KLUWF4EOCM5QR · pith_short_8: LS5KLUWF

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/LS5KLUWF4EOCM5QRRIFX5YA2F7 \
  | 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: 5cbaa5d2c5e11c2676118a0b7ee01a2fc33343574ddbb836c19197a79d9c4201

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40486240d07f87572c7df1e76239ef62288e198e2ec94293d8869795dbc36b8d",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-12T15:44:58Z",
    "title_canon_sha256": "d8425ef2f0a25161c48aa9997a78856f56d9cb152501b968071dfabe30093482"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07188",
    "kind": "arxiv",
    "version": 3
  }
}