Pith Number

pith:T43CKFCY

pith:2023:T43CKFCYXVA2PO3O3MG6EBJ2UV

not attested not anchored not stored refs pending

Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting

Shujing Dong, Xinli Yu, Yanbin Lu, Yuan Ling, Zheng Chen, Zongyi Liu

arxiv:2306.11025 v1 · 2023-06-19 · cs.LG · cs.AI · cs.CL · q-fin.ST

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\usepackage{pith}
\pithnumber{T43CKFCYXVA2PO3O3MG6EBJ2UV}

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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

6 papers in Pith

Think-Before-Speak: From Internal Evaluation to Public Expression in Multi-Agent Social Simulation

BEDTime: A Unified Benchmark for Automatically Describing Time Series

QRAFTI: An Agentic Framework for Empirical Research in Quantitative Finance

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective

Receipt and verification

First computed	2026-07-05T06:22:15.282780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f36251458bd41a7bb6edb0de2053aa55f4791347b2d64125269b8a517ede56d

Aliases

arxiv: 2306.11025 · arxiv_version: 2306.11025v1 · doi: 10.48550/arxiv.2306.11025 · pith_short_12: T43CKFCYXVA2 · pith_short_16: T43CKFCYXVA2PO3O · pith_short_8: T43CKFCY

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/T43CKFCYXVA2PO3O3MG6EBJ2UV \
  | 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: 9f36251458bd41a7bb6edb0de2053aa55f4791347b2d64125269b8a517ede56d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbad86dd97eab739d81c92cc6bfccdbad01ac592f3f05d376b172e6c68b116c0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "q-fin.ST"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-19T15:42:02Z",
    "title_canon_sha256": "5dd20001f23c09b5e95bb43e9e4fead747d1f4112ba80c38dda80aa1e5a8e084"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11025",
    "kind": "arxiv",
    "version": 1
  }
}