Pith Number

pith:YH7UGQ6X

pith:2026:YH7UGQ6XQ6HCV3I7MG76WTTP3R

not attested not anchored not stored refs pending

SEA-TS: Self-Evolving Agent for Autonomous Code Generation of Time Series Forecasting Algorithms

Longkun Xu, Qiantu Tuo, Rui Li, Xiaochun Zhang

arxiv:2603.04873 v3 · 2026-03-05 · 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{YH7UGQ6XQ6HCV3I7MG76WTTP3R}

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	2026-06-29T00:14:02.562380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1ff4343d7878e2aed1f61bfeb4e6fdc7a620a273942d995b878fd738f8921a9

Aliases

arxiv: 2603.04873 · arxiv_version: 2603.04873v3 · doi: 10.48550/arxiv.2603.04873 · pith_short_12: YH7UGQ6XQ6HC · pith_short_16: YH7UGQ6XQ6HCV3I7 · pith_short_8: YH7UGQ6X

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/YH7UGQ6XQ6HCV3I7MG76WTTP3R \
  | 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: c1ff4343d7878e2aed1f61bfeb4e6fdc7a620a273942d995b878fd738f8921a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "894258c264bbb2344ea2885e312a54729918cdecb631762e8904438ff496aa1e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-03-05T07:02:17Z",
    "title_canon_sha256": "f42dc724ce0570971e582e14bc9a0c024350ae0065cff0d388be3edd4f7f93cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.04873",
    "kind": "arxiv",
    "version": 3
  }
}