Pith Number

pith:XPVXWICQ

pith:2022:XPVXWICQ77LF42HGPCLJVG4UAX

not attested not anchored not stored refs pending

Balanced Graph Structure Learning for Multivariate Time Series Forecasting

Chengshuo Du, Feng Liu, Ran Chen, Weijun Chen, Yanze Wang, Zhenglong Jia

arxiv:2201.09686 v2 · 2022-01-24 · 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{XPVXWICQ77LF42HGPCLJVG4UAX}

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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	2026-07-05T04:25:53.662226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbeb7b2050ffd65e68e678969a9b9405d01d71528ead89217a7e7085ad87ec11

Aliases

arxiv: 2201.09686 · arxiv_version: 2201.09686v2 · doi: 10.48550/arxiv.2201.09686 · pith_short_12: XPVXWICQ77LF · pith_short_16: XPVXWICQ77LF42HG · pith_short_8: XPVXWICQ

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/XPVXWICQ77LF42HGPCLJVG4UAX \
  | 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: bbeb7b2050ffd65e68e678969a9b9405d01d71528ead89217a7e7085ad87ec11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c01d7dd5029399d5c7cdb80148f7e55f90200f55ff71b9a1de434aa5e8b406a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-24T13:35:37Z",
    "title_canon_sha256": "10e15c707849241c027e630a31c17a4d1684457b46072fd9c5af75cc159baa15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.09686",
    "kind": "arxiv",
    "version": 2
  }
}