Pith Number

pith:3FRYALRW

pith:2020:3FRYALRWRYKRCDZHCFUDMEV2Z3

not attested not anchored not stored refs pending

Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation

Rui Meng, Sin Yong Tan, Soumik Sarkar, Tryambak Gangopadhyay, Zhanhong Jiang

arxiv:2008.04882 v2 · 2020-08-11 · cs.LG · 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{3FRYALRWRYKRCDZHCFUDMEV2Z3}

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.

Receipt and verification

First computed	2026-07-05T01:46:02.489176Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d963802e368e15110f2711683612bacec43cbfd8e10744cb52e035db5b58d5bf

Aliases

arxiv: 2008.04882 · arxiv_version: 2008.04882v2 · doi: 10.48550/arxiv.2008.04882 · pith_short_12: 3FRYALRWRYKR · pith_short_16: 3FRYALRWRYKRCDZH · pith_short_8: 3FRYALRW

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/3FRYALRWRYKRCDZHCFUDMEV2Z3 \
  | 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: d963802e368e15110f2711683612bacec43cbfd8e10744cb52e035db5b58d5bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63719162011881c5fff1c2ddcc348ede8b8aa9551e7ba5ce007c0f797c5bb700",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-11T17:34:55Z",
    "title_canon_sha256": "949f048f817e9bbdec0c9b7d3e2e9e606434140e4977c7b475faef6111f7c647"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.04882",
    "kind": "arxiv",
    "version": 2
  }
}