Pith Number

pith:Z5YOXUXI

pith:2025:Z5YOXUXIYCKZJDWHXDMVXGQVM2

not attested not anchored not stored refs pending

BuildSTG: A Multi-building Energy Load Forecasting Method using Spatio-Temporal Graph Neural Network

Dongxiao Zhang, Po Xu, Yiming Wang, Yingjie Xu, Yongzheng Liu, Yuntian Chen

arxiv:2507.20838 v1 · 2025-07-28 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z5YOXUXIYCKZJDWHXDMVXGQVM2}

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	2026-07-05T11:44:26.781138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf70ebd2e8c095948ec7b8d95b9a1566a7f610b8b7c54d9b14269f54d2a37344

Aliases

arxiv: 2507.20838 · arxiv_version: 2507.20838v1 · doi: 10.48550/arxiv.2507.20838 · pith_short_12: Z5YOXUXIYCKZ · pith_short_16: Z5YOXUXIYCKZJDWH · pith_short_8: Z5YOXUXI

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/Z5YOXUXIYCKZJDWHXDMVXGQVM2 \
  | 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: cf70ebd2e8c095948ec7b8d95b9a1566a7f610b8b7c54d9b14269f54d2a37344

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4220ed6d4da039922cae6d6012f71bd1d63aa579ff77f9e36cc78cfb146f9ce5",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-28T13:47:36Z",
    "title_canon_sha256": "aca65649cf2b30a7e2f6f456051cbc00be82139dbfadd0d07560ea82aa4ccbf0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20838",
    "kind": "arxiv",
    "version": 1
  }
}