Pith Number

pith:JTAUBRZT

pith:2023:JTAUBRZT3JWCDRZ6JELCDY6VKI

not attested not anchored not stored refs pending

UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting

Bryan Hooi, Junfeng Hu, Roger Zimmermann, Shizhe Diao, Xu Liu, Yuan Li, Yuxuan Liang

arxiv:2310.09751 v3 · 2023-10-15 · cs.LG

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\usepackage{pith}
\pithnumber{JTAUBRZT3JWCDRZ6JELCDY6VKI}

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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

4 papers in Pith

Zeus: Towards Tuning-Free Foundation Model for Time Series Analysis

Deep Time Series Models: A Comprehensive Survey and Benchmark

From Time Series Analysis to Question Answering: A Survey in the LLM Era

Multimodal Large Language Model Enabled Robust Beamforming for HAP Downlink Communications

Receipt and verification

First computed	2026-07-05T07:48:32.078100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cc140c733da6c21c73e491621e3d55235f1bfe146971705b7d0770f217f056c

Aliases

arxiv: 2310.09751 · arxiv_version: 2310.09751v3 · doi: 10.48550/arxiv.2310.09751 · pith_short_12: JTAUBRZT3JWC · pith_short_16: JTAUBRZT3JWCDRZ6 · pith_short_8: JTAUBRZT

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/JTAUBRZT3JWCDRZ6JELCDY6VKI \
  | 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: 4cc140c733da6c21c73e491621e3d55235f1bfe146971705b7d0770f217f056c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7046aa9b156661499073f56865bf6c80f2fc831c31cd7e2e0fc483ecc0fee2d5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-15T06:30:22Z",
    "title_canon_sha256": "f9e58bbdd127c83ff1b526e5567ea78c9f2b4ef7e7172fa9b89d30502471f943"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09751",
    "kind": "arxiv",
    "version": 3
  }
}