Pith Number

pith:SUEMJ6XT

pith:2015:SUEMJ6XTO32DYASDDNPBWHU3R6

not attested not anchored not stored refs pending

Gated Graph Sequence Neural Networks

Daniel Tarlow, Marc Brockschmidt, Richard Zemel, Yujia Li

arxiv:1511.05493 v4 · 2015-11-17 · cs.LG · cs.AI · cs.NE · 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{SUEMJ6XTO32DYASDDNPBWHU3R6}

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.

Cited by

14 papers in Pith

Graph Star Net for Generalized Multi-Task Learning

Learning Blended, Precise Semantic Program Embeddings

Graph Alignment Topology as an Inductive Bias for Grounding Detection

HONEM: Learning Embedding for Higher Order Networks

Usenix'23 Extended Version: Smart Learning to Find Dumb Contracts

Receipt and verification

First computed	2026-05-18T00:34:31.866341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9508c4faf376f43c02431b5e1b1e9b8f95e4b5347e55e7a825bdd598e606a675

Aliases

arxiv: 1511.05493 · arxiv_version: 1511.05493v4 · doi: 10.48550/arxiv.1511.05493 · pith_short_12: SUEMJ6XTO32D · pith_short_16: SUEMJ6XTO32DYASD · pith_short_8: SUEMJ6XT

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/SUEMJ6XTO32DYASDDNPBWHU3R6 \
  | 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: 9508c4faf376f43c02431b5e1b1e9b8f95e4b5347e55e7a825bdd598e606a675

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee8435be23922ee54526d53a9cbb930559d9d7395c5e9aacde81e322189d802e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-17T18:10:12Z",
    "title_canon_sha256": "95ca8e85d86541abb87905df01467cfaba5187a4dfa286510512f6ab95bcaec4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.05493",
    "kind": "arxiv",
    "version": 4
  }
}