Pith Number

pith:PQW2H3CQ

pith:2019:PQW2H3CQM3QSTMNVYM2DXLSTDH

not attested not anchored not stored refs pending

STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting

Lei Bai, Lina Yao, Quan.Z Sheng, Salil.S Kanhere, Xianzhi Wang

arxiv:1905.10069 v1 · 2019-05-24 · cs.LG · cs.AI · 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{PQW2H3CQM3QSTMNVYM2DXLSTDH}

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	2026-05-17T23:45:11.501074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c2da3ec5066e129b1b5c3343bae5319f2a6c283a40cbc57a999e6721f9d71b2

Aliases

arxiv: 1905.10069 · arxiv_version: 1905.10069v1 · doi: 10.48550/arxiv.1905.10069 · pith_short_12: PQW2H3CQM3QS · pith_short_16: PQW2H3CQM3QSTMNV · pith_short_8: PQW2H3CQ

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/PQW2H3CQM3QSTMNVYM2DXLSTDH \
  | 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: 7c2da3ec5066e129b1b5c3343bae5319f2a6c283a40cbc57a999e6721f9d71b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b91d479fdd49f383373e4315b819e7ed6bdfd88ed542073561c6938c939ee23e",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-24T07:24:09Z",
    "title_canon_sha256": "610b16ba3c9f99189223eb161dcf6076a55380030239361cba06b0cd0efd9871"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10069",
    "kind": "arxiv",
    "version": 1
  }
}