Pith Number

pith:6KMBPTEC

pith:2015:6KMBPTECNNUWIGATTBV4QJ7PQP

not attested not anchored not stored refs pending

Order Matters: Sequence to sequence for sets

Manjunath Kudlur, Oriol Vinyals, Samy Bengio

arxiv:1511.06391 v4 · 2015-11-19 · stat.ML · 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{6KMBPTECNNUWIGATTBV4QJ7PQP}

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

11 papers in Pith

Explaining the Explainers in Graph Neural Networks: a Comparative Study

Attention-Based Deep Reinforcement Learning for Qubit Allocation in Modular Quantum Architectures

The product structure of MPS-under-permutations

Modal Decomposition and Identification for a Population of Structures Using Physics-Informed Graph Neural Networks and Transformers

Learning from Historical Activations in Graph Neural Networks

Receipt and verification

First computed	2026-05-18T01:20:06.356931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f29817cc826b69641813986bc827ef83c1c4ff748645bddeaebe3e3a69713e51

Aliases

arxiv: 1511.06391 · arxiv_version: 1511.06391v4 · doi: 10.48550/arxiv.1511.06391 · pith_short_12: 6KMBPTECNNUW · pith_short_16: 6KMBPTECNNUWIGAT · pith_short_8: 6KMBPTEC

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/6KMBPTECNNUWIGATTBV4QJ7PQP \
  | 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: f29817cc826b69641813986bc827ef83c1c4ff748645bddeaebe3e3a69713e51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9735bdbeabadfcb33a06e5808853803e663df26cd0306bcb0ce7236e4a174690",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-11-19T21:31:26Z",
    "title_canon_sha256": "f8c75e63daeafe3a45aa994e1f02aed350af7c7c33c9eb13cbce95eb7a9ca997"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06391",
    "kind": "arxiv",
    "version": 4
  }
}