Pith Number

pith:EL7VGXBZ

pith:2026:EL7VGXBZ7LI4LAINJ67SBSLMVQ

not attested not anchored not stored refs pending

It's TIME: Towards the Next Generation of Time Series Forecasting Benchmarks

Anni Wang, Chenghao Liu, Ming Jin, Mingsheng Long, Qingsong Wen, Sheng Pan, Viktoriya Zhukova, Xudong Jiang, Yong Liu, Zhongzheng Qiao

arxiv:2602.12147 v4 · 2026-02-12 · 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{EL7VGXBZ7LI4LAINJ67SBSLMVQ}

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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

Toto 2.0: Time Series Forecasting Enters the Scaling Era

Receipt and verification

First computed	2026-06-04T01:08:42.139304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22ff535c39fad1c5810d4fbf20c96cac02b5fcba3bba56259402f634f8878794

Aliases

arxiv: 2602.12147 · arxiv_version: 2602.12147v4 · doi: 10.48550/arxiv.2602.12147 · pith_short_12: EL7VGXBZ7LI4 · pith_short_16: EL7VGXBZ7LI4LAIN · pith_short_8: EL7VGXBZ

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/EL7VGXBZ7LI4LAINJ67SBSLMVQ \
  | 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: 22ff535c39fad1c5810d4fbf20c96cac02b5fcba3bba56259402f634f8878794

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21fe8443c225cb5e89f4ac9310682087eb9595e1a8aa1106e8a0f0ae983c7862",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-12T16:31:01Z",
    "title_canon_sha256": "b0df5bd7c54e11060d197797565eb9bce4664e58011fc62eda9024649ff04cf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.12147",
    "kind": "arxiv",
    "version": 4
  }
}