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Paper Citation Record · LEDGER

LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2503.09656.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.09656 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T12:15:25.302751Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

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 d01bf843-539d-4793-9d0a-5147a9d3ebbe · inbound

Using LLMs for Explainable, Data-Driven Insight Generation from Time Series cites this paper.

Using LLMs for Explainable, Data-Driven Insight Generation from Time Series LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-02T12:15:25.302751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:15:25.302751Z digest=sha256:b750674f2721e009e971ee0bc0d82e881148dfcb3bf0b4703a5e54d6ae0c7dd1