Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Evaluating System 1 vs. 2 Reasoning Approaches for Zero-Shot Time Series Forecasting: A Benchmark and Insights
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.01895.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:27:17.277310Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-19T09:22:14.263344Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation b2be2ca1-97bb-4cfe-a4bd-5ba6d8e94fde · inbound
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs cites this paper.
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs Evaluating System 1 vs. 2 Reasoning Approaches for Zero-Shot Time Series Forecasting: A Benchmark and Insights
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T09:22:14.267675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8ac2f18b-1a95-462b-81f9-ac113c6225d8 · inbound
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs cites this paper.
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs Evaluating System 1 vs. 2 Reasoning Approaches for Zero-Shot Time Series Forecasting: A Benchmark and Insights
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:27:17.277310Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cd1358e-60cc-4a45-8ad8-f851e5095028 · inbound
TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning cites this paper.
TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning Evaluating System 1 vs. 2 Reasoning Approaches for Zero-Shot Time Series Forecasting: A Benchmark and Insights
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:31:46.160500Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab724e7f-96c5-49b2-b5a8-98f036aed4ca · inbound
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models cites this paper.
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models Evaluating System 1 vs. 2 Reasoning Approaches for Zero-Shot Time Series Forecasting: A Benchmark and Insights
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T16:49:31.501679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6f0d036-7696-4d3c-b210-6d6175db4a8a · inbound
Optimal Self-Consistency for Efficient Reasoning with Large Language Models cites this paper.
Optimal Self-Consistency for Efficient Reasoning with Large Language Models Evaluating System 1 vs. 2 Reasoning Approaches for Zero-Shot Time Series Forecasting: A Benchmark and Insights
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T22:09:28.149960Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.