Paper Citation Record · LEDGER

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning

As of 6 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2605.30002.

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

pith.paper-citation-record.v1
2605.30002 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:20:58.414177Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

10 of 10 outbound references displayed

verified exact0
verified fuzzy0
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0f3d0f8-2427-4443-9fd1-f30e72d662ab · outbound

This paper cites an unresolved cited work.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T07:20:58.414177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b53d0d-c8e5-48ac-9634-4a051bdffd7a · outbound

This paper cites Conversational time series foundation models: Towards explainable and effective forecasting.arXiv preprint arXiv:2512.16022,.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning Conversational time series foundation models: Towards explainable and effective forecasting.arXiv preprint arXiv:2512.16022,

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T07:23:12.670540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 914d2b8b-0a16-45f9-bd97-a64cbda0146b · outbound

This paper cites Monash Time Series Forecasting Archive.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning Monash Time Series Forecasting Archive

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T07:23:12.663091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b9eee778-15a4-40f7-bfd6-d7661acfcaca · outbound

This paper cites TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T07:23:12.668124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8ac7cdd1-f113-4bdb-8ff8-8958145c4425 · outbound

This paper cites TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T07:23:12.668407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8b689b46-559d-4f01-93c8-5c901dd105fc · outbound

This paper cites # Samples.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning # Samples

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T07:20:58.414177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bca3bd3-0f73-4ed2-b134-cd1c760409df · outbound

This paper cites Violating sam- ples are regenerated with a stricter prompt constraint.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning Violating sam- ples are regenerated with a stricter prompt constraint

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T07:20:58.414177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc85f11-adbe-4810-b78d-78f032b06469 · outbound

This paper cites an unresolved cited work.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T07:20:58.414177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5aa3a6-b14f-4351-b149-893e3486ed82 · outbound

This paper cites In the short term,.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning In the short term,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T07:20:58.414177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 119c5421-9287-42b7-a10b-8dc5a838f419 · outbound

This paper cites call_id":.

KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning call_id":

Reference 10

Resolution: malformed identifier; arxiv_id, observed 2026-06-29T07:23:12.672988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.