Pith Number

pith:EBDIN57O

pith:2024:EBDIN57OFC6LZCZAGFRYCBBOYA

not attested not anchored not stored refs pending

LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting

B. Aditya Prakash, Haoxin Liu, Harshavardhan Kamarthi, Jindong Wang, Zhiyuan Zhao

arxiv:2402.16132 v1 · 2024-02-25 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EBDIN57OFC6LZCZAGFRYCBBOYA}

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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

2 papers in Pith

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

Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs

Receipt and verification

First computed	2026-07-05T07:49:02.524472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

204686f7ee28bcbc8b20316381042ec00ec86eb165edbc5a6dc2cfeb1fa2cf88

Aliases

arxiv: 2402.16132 · arxiv_version: 2402.16132v1 · doi: 10.48550/arxiv.2402.16132 · pith_short_12: EBDIN57OFC6L · pith_short_16: EBDIN57OFC6LZCZA · pith_short_8: EBDIN57O

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/EBDIN57OFC6LZCZAGFRYCBBOYA \
  | 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: 204686f7ee28bcbc8b20316381042ec00ec86eb165edbc5a6dc2cfeb1fa2cf88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31030d3dffb6dcd808e669ae81c424cedea6cbfc4bd086a5bdbb51b0374d919c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-25T16:14:26Z",
    "title_canon_sha256": "8bc9e45c0b58b11258eebf9e38c6c81211cd7fe84fc0d5c2027489f003a966be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16132",
    "kind": "arxiv",
    "version": 1
  }
}