Pith Number

pith:SEZ4ZC6Z

pith:2025:SEZ4ZC6Z53PWK2NOMXM22GPP7Q

not attested not anchored not stored refs pending

Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts

Guanyu Zhang, Hongsheng Qi, Wenfa Wu, Yi Wang, Zheng Tan

arxiv:2505.01135 v1 · 2025-05-02 · 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{SEZ4ZC6Z53PWK2NOMXM22GPP7Q}

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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

2 papers in Pith

GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion

Overcoming the Modality Gap in Context-Aided Forecasting

Receipt and verification

First computed	2026-07-05T10:57:45.956126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9133cc8bd9eedf6569ae65d9ad19effc111e65bfc0dc9fa17644a76b9377f780

Aliases

arxiv: 2505.01135 · arxiv_version: 2505.01135v1 · doi: 10.48550/arxiv.2505.01135 · pith_short_12: SEZ4ZC6Z53PW · pith_short_16: SEZ4ZC6Z53PWK2NO · pith_short_8: SEZ4ZC6Z

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/SEZ4ZC6Z53PWK2NOMXM22GPP7Q \
  | 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: 9133cc8bd9eedf6569ae65d9ad19effc111e65bfc0dc9fa17644a76b9377f780

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9bfff648d6560d17a77c69a3166f82603d061f87768b75a4f9f8b164874a282",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-02T09:24:31Z",
    "title_canon_sha256": "c7a8d5aca813127b9d813a3ad3b231285006866f50607f57fb736dbb920af6f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01135",
    "kind": "arxiv",
    "version": 1
  }
}