Pith Number

pith:Z5ZFZT3U

pith:2022:Z5ZFZT3UWTOUOBUS2ZHTQUYCIE

not attested not anchored not stored refs pending

Bandits for Online Calibration: An Application to Content Moderation on Social Media Platforms

Caner Gocmen, Christopher Palow, Daniel Haimovich, Darren Hwang, Deeksha Sinha, Dima Karamshuk, Gregory Macnamara, Hamsa Bastani, Jake Mullett, Jiayuan Ma, Kevin Schaeffer, Nicolas Stier-Moses, Omar Abdul Baki, Osbert Bastani, Parikshit Shah, Peng Xu, Sung Park, Thomas Leeper, Varun S Rajagopal, Vashist Avadhanula

arxiv:2211.06516 v1 · 2022-11-11 · 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{Z5ZFZT3UWTOUOBUS2ZHTQUYCIE}

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

2 papers in Pith

Optimality of Sub-network Laplace Approximations: New Results and Methods

The Enforcement and Feasibility of Hate Speech Moderation on Twitter

Receipt and verification

First computed	2026-07-05T05:15:25.902703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf725ccf74b4dd470692d64f385302413718cd628760489798cccacb9c9c4f7a

Aliases

arxiv: 2211.06516 · arxiv_version: 2211.06516v1 · doi: 10.48550/arxiv.2211.06516 · pith_short_12: Z5ZFZT3UWTOU · pith_short_16: Z5ZFZT3UWTOUOBUS · pith_short_8: Z5ZFZT3U

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/Z5ZFZT3UWTOUOBUS2ZHTQUYCIE \
  | 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: cf725ccf74b4dd470692d64f385302413718cd628760489798cccacb9c9c4f7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd345c2b14cc7ada86a753e05cc2782e11377275e4c43838f94705ad6f8b8ee9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-11T23:55:53Z",
    "title_canon_sha256": "1a3a6070708c8b93d9e1b45f64a7ba0b5f5fc79f8e1f261fa85e38c719947145"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06516",
    "kind": "arxiv",
    "version": 1
  }
}