Pith Number

pith:T6VGRMRD

pith:2025:T6VGRMRDCLF4DMMYJK7TXEUJTX

not attested not anchored not stored refs pending

MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series Forecasting

Binqing Wu, Jianlong Huang, Ling Chen, Zongjiang Shang

arxiv:2509.03852 v1 · 2025-09-04 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T6VGRMRDCLF4DMMYJK7TXEUJTX}

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	2026-07-05T12:04:47.944787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9faa68b22312cbc1b1984abf3b92899dfd1edc83a1a98da5581ec1168e3318c9

Aliases

arxiv: 2509.03852 · arxiv_version: 2509.03852v1 · doi: 10.48550/arxiv.2509.03852 · pith_short_12: T6VGRMRDCLF4 · pith_short_16: T6VGRMRDCLF4DMMY · pith_short_8: T6VGRMRD

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/T6VGRMRDCLF4DMMYJK7TXEUJTX \
  | 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: 9faa68b22312cbc1b1984abf3b92899dfd1edc83a1a98da5581ec1168e3318c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dac9cf9f24e305161ba10875f286d0c62186d4347c7424234b4dcf85d7a4e9ee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-04T03:28:42Z",
    "title_canon_sha256": "3d3d8cc8626ebf045038ce80f7e1e0b350a68337b2890b75464430b246ae320d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03852",
    "kind": "arxiv",
    "version": 1
  }
}