Pith Number

pith:VHEYLGVM

pith:2024:VHEYLGVMXJ4YAUTT6LPON2UYAB

not attested not anchored not stored refs pending

The Role of Learning Algorithms in Collective Action

Amartya Sanyal, Jake Fawkes, Omri Ben-Dov, Samira Samadi

arxiv:2405.06582 v3 · 2024-05-10 · cs.LG · cs.CY · 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{VHEYLGVMXJ4YAUTT6LPON2UYAB}

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	2026-07-05T08:27:08.021115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9c9859aacba79805273f2dee6ea98006cba6cf5830c3adc829486d5730a5942

Aliases

arxiv: 2405.06582 · arxiv_version: 2405.06582v3 · doi: 10.48550/arxiv.2405.06582 · pith_short_12: VHEYLGVMXJ4Y · pith_short_16: VHEYLGVMXJ4YAUTT · pith_short_8: VHEYLGVM

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/VHEYLGVMXJ4YAUTT6LPON2UYAB \
  | 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: a9c9859aacba79805273f2dee6ea98006cba6cf5830c3adc829486d5730a5942

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb98456e3700fd27691d3bf365172a92a2561b066ed36b3bc865ea6d109ade0a",
    "cross_cats_sorted": [
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-10T16:36:59Z",
    "title_canon_sha256": "c2361882a721e5dea18fed0647c3e1ea96d511889c4c87f31051a2bee8c8ef1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06582",
    "kind": "arxiv",
    "version": 3
  }
}