Pith. sign in
Pith Number

pith:2FIDZLYI

pith:2021:2FIDZLYIDUIQRKSXCZUR4DDRQE
not attested not anchored not stored refs pending

Local2Global: Scaling global representation learning on graphs via local training

Giovanni Colavizza, Lucas G. S. Jeub, Marya Bazzi, Mihai Cucuringu, Xiaowen Dong

arxiv:2107.12224 v1 · 2021-07-26 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2FIDZLYIDUIQRKSXCZUR4DDRQE}

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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.
Receipt and verification
First computed 2026-07-05T03:00:41.734086Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d1503caf081d1108aa5716691e0c71812d3d8529bcd89c50edd8c131db07801a

Aliases

arxiv: 2107.12224 · arxiv_version: 2107.12224v1 · doi: 10.48550/arxiv.2107.12224 · pith_short_12: 2FIDZLYIDUIQ · pith_short_16: 2FIDZLYIDUIQRKSX · pith_short_8: 2FIDZLYI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2FIDZLYIDUIQRKSXCZUR4DDRQE \
  | 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: d1503caf081d1108aa5716691e0c71812d3d8529bcd89c50edd8c131db07801a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3e3cf879307aa87404e0f8c8d220cf5b6aca350940c93cfdaae7afc8785bbbb0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-26T14:08:31Z",
    "title_canon_sha256": "3eacfbed8779071e788e526b59d8c977cb1bd9749a161690aec9c2dc382eb943"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.12224",
    "kind": "arxiv",
    "version": 1
  }
}