pith. sign in
Pith Number

pith:N5UGQSFK

pith:2018:N5UGQSFKUYLUXFWTJ34C6S4QTZ
not attested not anchored not stored refs pending

Learning Sharing Behaviors with Arbitrary Numbers of Agents

Barry-John Theobald, Katherine Metcalf, Nicholas Apostoloff

arxiv:1812.04145 v1 · 2018-12-10 · cs.LG · cs.MA · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{N5UGQSFKUYLUXFWTJ34C6S4QTZ}

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 2026-05-17T23:58:35.466942Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6f686848aaa6174b96d34ef82f4b909e6a0aac72b3af3487403ddfad3c2898de

Aliases

arxiv: 1812.04145 · arxiv_version: 1812.04145v1 · doi: 10.48550/arxiv.1812.04145 · pith_short_12: N5UGQSFKUYLU · pith_short_16: N5UGQSFKUYLUXFWT · pith_short_8: N5UGQSFK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N5UGQSFKUYLUXFWTJ34C6S4QTZ \
  | 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: 6f686848aaa6174b96d34ef82f4b909e6a0aac72b3af3487403ddfad3c2898de
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "19d2c948f2fdcfbc247e8b5283ce4a024146cb0f149e72623a1e9ce5eb57e216",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-10T23:20:45Z",
    "title_canon_sha256": "00103410c780d4bb7409b95427e801d82ed0d48acab3c1bf4fb97430f47a9757"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.04145",
    "kind": "arxiv",
    "version": 1
  }
}