Pith Number

pith:NGFRXDYL

pith:2023:NGFRXDYLMCK3RXB7VYLSLGZWBU

not attested not anchored not stored refs pending

LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting

Bryan Hooi, Chao Huang, Junfeng Hu, Lei Bai, Roger Zimmermann, Xu Liu, Yiwei Wang, Yutong Xia, Yuxuan Liang, Zhenguang Liu

arxiv:2306.08259 v2 · 2023-06-14 · 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{NGFRXDYLMCK3RXB7VYLSLGZWBU}

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

2 papers in Pith

Chronos: Learning the Language of Time Series

Spectral Transformer Neural Processes

Receipt and verification

First computed	2026-07-05T07:06:03.974337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

698b1b8f0b6095b8dc3fae17259b360d227b3ec1a427f45ddd3640bfecb4655d

Aliases

arxiv: 2306.08259 · arxiv_version: 2306.08259v2 · doi: 10.48550/arxiv.2306.08259 · pith_short_12: NGFRXDYLMCK3 · pith_short_16: NGFRXDYLMCK3RXB7 · pith_short_8: NGFRXDYL

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/NGFRXDYLMCK3RXB7VYLSLGZWBU \
  | 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: 698b1b8f0b6095b8dc3fae17259b360d227b3ec1a427f45ddd3640bfecb4655d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20e7aa13ed850539330bd66715ae42ec92504133f06949adb4f5637a8be4ff55",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-14T05:48:36Z",
    "title_canon_sha256": "6859d3ee768e21a42347ee62afe08e75a67f5bdb41c3fc10d96f6c7a6d74876a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.08259",
    "kind": "arxiv",
    "version": 2
  }
}