Pith Number

pith:V2GNLY7J

pith:2017:V2GNLY7JZW2V2PYPM3RYQTUR3J

not attested not anchored not stored refs pending

A simple neural network module for relational reasoning

Adam Santoro, David G.T. Barrett, David Raposo, Mateusz Malinowski, Peter Battaglia, Razvan Pascanu, Timothy Lillicrap

arxiv:1706.01427 v1 · 2017-06-05 · cs.CL · 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{V2GNLY7JZW2V2PYPM3RYQTUR3J}

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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

Graph Attention Networks

Receipt and verification

First computed	2026-05-18T00:43:03.608737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae8cd5e3e9cdb55d3f0f66e3884e91da679e25916a22e9d5e79f92dd3f8b235a

Aliases

arxiv: 1706.01427 · arxiv_version: 1706.01427v1 · doi: 10.48550/arxiv.1706.01427 · pith_short_12: V2GNLY7JZW2V · pith_short_16: V2GNLY7JZW2V2PYP · pith_short_8: V2GNLY7J

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/V2GNLY7JZW2V2PYPM3RYQTUR3J \
  | 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: ae8cd5e3e9cdb55d3f0f66e3884e91da679e25916a22e9d5e79f92dd3f8b235a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffa52b69e9075c7ca23ed49d70263a9030312af099212e548ec5b66282452e81",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-06-05T17:17:18Z",
    "title_canon_sha256": "32f869e0cbff01d580a6876cc342ceb5570990609df2665b3e6b60d41ecbe795"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.01427",
    "kind": "arxiv",
    "version": 1
  }
}