Pith Number

pith:22ILLJXC

pith:2023:22ILLJXCZ5YXQWR6O6KUWPJPTO

not attested not anchored not stored refs pending

Client: Cross-variable Linear Integrated Enhanced Transformer for Multivariate Long-Term Time Series Forecasting

Jiaxin Gao, Wenbo Hu, Yuntian Chen

arxiv:2305.18838 v1 · 2023-05-30 · 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{22ILLJXCZ5YXQWR6O6KUWPJPTO}

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

Deep Time Series Models: A Comprehensive Survey and Benchmark

Receipt and verification

First computed	2026-07-05T06:15:05.615288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d690b5a6e2cf71785a3e77954b3d2f9bbbe007d1821cf102ebc3d749df03bc5f

Aliases

arxiv: 2305.18838 · arxiv_version: 2305.18838v1 · doi: 10.48550/arxiv.2305.18838 · pith_short_12: 22ILLJXCZ5YX · pith_short_16: 22ILLJXCZ5YXQWR6 · pith_short_8: 22ILLJXC

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/22ILLJXCZ5YXQWR6O6KUWPJPTO \
  | 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: d690b5a6e2cf71785a3e77954b3d2f9bbbe007d1821cf102ebc3d749df03bc5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42e44e59193223536cddc853c7ebe38600a0f13e568f7badb179f64694af9e6e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T08:31:22Z",
    "title_canon_sha256": "8cebb12f35e379bf8fa0c46d578cc152169bb9a35e84d0994ac5cf93a987ddab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18838",
    "kind": "arxiv",
    "version": 1
  }
}