Pith Number

pith:VTA4YTNG

pith:2023:VTA4YTNGEASRE7RY3UAIJ3B5UX

not attested not anchored not stored refs pending

Algorithmic Collective Action in Machine Learning

Celestine Mendler-D\"unner, Eric Mazumdar, Moritz Hardt, Tijana Zrnic

arxiv:2302.04262 v3 · 2023-02-08 · cs.LG · cs.GT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VTA4YTNGEASRE7RY3UAIJ3B5UX}

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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

Algorithmic Collective Action with Two Collectives

Receipt and verification

First computed	2026-07-05T08:53:07.258625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acc1cc4da62025127e38dd0084ec3da5ec20da09d62ce52173eaea2596683e65

Aliases

arxiv: 2302.04262 · arxiv_version: 2302.04262v3 · doi: 10.48550/arxiv.2302.04262 · pith_short_12: VTA4YTNGEASR · pith_short_16: VTA4YTNGEASRE7RY · pith_short_8: VTA4YTNG

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/VTA4YTNGEASRE7RY3UAIJ3B5UX \
  | 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: acc1cc4da62025127e38dd0084ec3da5ec20da09d62ce52173eaea2596683e65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "568d729d9fd08072594d2a98fd7530832abaf9ee1157d3f992d348da514262d4",
    "cross_cats_sorted": [
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-08T18:55:49Z",
    "title_canon_sha256": "37f2afba6a3966302622658cb5eb8f9e9327c427dd85a4c92bb0f3c6a66f3be4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.04262",
    "kind": "arxiv",
    "version": 3
  }
}