Pith Number

pith:Z5JMBEN3

pith:2021:Z5JMBEN3S6HNRBEO2N5WJ774TC

not attested not anchored not stored refs pending

Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version

Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea

arxiv:2103.10760 v2 · 2021-03-19 · 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{Z5JMBEN3S6HNRBEO2N5WJ774TC}

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

1 paper in Pith

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Receipt and verification

First computed	2026-07-05T02:24:55.417955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf52c091bb978ed8848ed37b64fffc98b0a1817526060302dda8100b118ec628

Aliases

arxiv: 2103.10760 · arxiv_version: 2103.10760v2 · doi: 10.48550/arxiv.2103.10760 · pith_short_12: Z5JMBEN3S6HN · pith_short_16: Z5JMBEN3S6HNRBEO · pith_short_8: Z5JMBEN3

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/Z5JMBEN3S6HNRBEO2N5WJ774TC \
  | 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: cf52c091bb978ed8848ed37b64fffc98b0a1817526060302dda8100b118ec628

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6deb1135c63ce40954ba5d3cce805d06e2c0e1c3adc15605368922b230b0fd25",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-19T12:15:37Z",
    "title_canon_sha256": "67910412da1e4218e9801264139a1cf2979f2ac5a29d5c05df8a331239f6d45d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.10760",
    "kind": "arxiv",
    "version": 2
  }
}