Paper Citation Record · LEDGER

Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2405.13522.

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

pith.paper-citation-record.v1
2405.13522 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:31:46.001781Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cec44d4e-8c68-4c3a-a7e8-fa016902dadd · 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 Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:31:46.001781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74203bf2-9329-4495-85a3-07636fb61607 · inbound

When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference cites this paper.

When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T12:12:58.696255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0982aaf5-f045-4235-8112-92d643136c45 · 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 Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-04T16:49:34.910503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a13e87e-3382-4980-9edc-12ea8c5139e0 · inbound

GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion cites this paper.

GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:48:34.271554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b3380a7-4afc-4c39-bdcb-098e56945a40 · inbound

Incident-Guided Spatiotemporal Traffic Forecasting cites this paper.

Incident-Guided Spatiotemporal Traffic Forecasting Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:47:45.564345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19535097-4cb2-467f-b45d-e4dc28e76050 · inbound

What if Tomorrow is the World Cup Final? Counterfactual Time Series Forecasting with Textual Conditions cites this paper.

What if Tomorrow is the World Cup Final? Counterfactual Time Series Forecasting with Textual Conditions Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T02:13:30.335415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab264a81-dabf-45e2-9bc5-e97f41d569af · inbound

MacroLens: A Multi-Task Benchmark for Contextual Financial Reasoning under Macroeconomic Scenarios cites this paper.

MacroLens: A Multi-Task Benchmark for Contextual Financial Reasoning under Macroeconomic Scenarios Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:09:56.464471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dfb054f8-3c3b-4fcd-8aa2-1a07b4e2ef9e · inbound

Traceable Multi-Agent System for Knowledge-Based Forecasting cites this paper.

Traceable Multi-Agent System for Knowledge-Based Forecasting Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T20:45:47.837414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.