Pith Number

pith:OU5J4SJA

pith:2025:OU5J4SJA3IVCL23M62RL6CCN2K

not attested not anchored not stored refs pending

Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision

Costas J. Spanos, Dan Li, Haozheng Ye, Jiahui Zhou, Jian Lou, Lin Li, Shunyu Wu, Zhuomin Chen

arxiv:2506.00807 v1 · 2025-06-01 · 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{OU5J4SJA3IVCL23M62RL6CCN2K}

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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

RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition

Receipt and verification

First computed	2026-07-05T11:13:40.814659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

753a9e4920da2a25eb6cf6a2bf084dd29467e408de81528800f64869c54438cd

Aliases

arxiv: 2506.00807 · arxiv_version: 2506.00807v1 · doi: 10.48550/arxiv.2506.00807 · pith_short_12: OU5J4SJA3IVC · pith_short_16: OU5J4SJA3IVCL23M · pith_short_8: OU5J4SJA

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/OU5J4SJA3IVCL23M62RL6CCN2K \
  | 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: 753a9e4920da2a25eb6cf6a2bf084dd29467e408de81528800f64869c54438cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "263dc167441ba0557b9e9bc305b6fdd47ee377fd9604109e44868aab5c6f5a51",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-01T03:15:54Z",
    "title_canon_sha256": "219ef8b0723a02715b37e9f7ddac2c78ec047f178cb7712bdba81350e34de2d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00807",
    "kind": "arxiv",
    "version": 1
  }
}