Pith Number

pith:HUMVOCAD

pith:2023:HUMVOCAD67IKOSY22VRHEKHXY2

not attested not anchored not stored refs pending

The Scope of Multicalibration: Characterizing Multicalibration via Property Elicitation

Aaron Roth, Georgy Noarov

arxiv:2302.08507 v1 · 2023-02-16 · cs.LG · cs.DS · math.ST · 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{HUMVOCAD67IKOSY22VRHEKHXY2}

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.

Cited by

1 paper in Pith

Bellman Calibration for $V$-Learning in Offline Reinforcement Learning

Receipt and verification

First computed	2026-07-05T05:42:39.114638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d19570803f7d0a74b1ad5627228f7c6856370b30d8a56b512319ee58a0c267a

Aliases

arxiv: 2302.08507 · arxiv_version: 2302.08507v1 · doi: 10.48550/arxiv.2302.08507 · pith_short_12: HUMVOCAD67IK · pith_short_16: HUMVOCAD67IKOSY2 · pith_short_8: HUMVOCAD

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/HUMVOCAD67IKOSY22VRHEKHXY2 \
  | 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: 3d19570803f7d0a74b1ad5627228f7c6856370b30d8a56b512319ee58a0c267a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ba2617f0289b7b290d66f0663b18b75c9298b32fac71f033e1858f23146b1f0",
    "cross_cats_sorted": [
      "cs.DS",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-16T18:59:16Z",
    "title_canon_sha256": "ff18cd4aedf3b3528853e99f1a31a4fe85953479af74186c8cc3063d5d739015"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08507",
    "kind": "arxiv",
    "version": 1
  }
}