Paper Citation Record · LEDGER

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.06223.

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

pith.paper-citation-record.v1
2608.06223 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:14.332889Z

measured 36 of 36 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 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

36 of 36 outbound references displayed

verified exact8
verified fuzzy2
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 686b3f1c-1477-4803-a6aa-51314ceb237e · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:19.082602Z

Source-reported events for the cited work

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Observation aa40afdd-7a17-4027-83dc-eb49ea98830b · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:08.980880Z

Source-reported events for the cited work

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Observation 11043343-c673-473b-ae61-3393126aced2 · outbound

This paper cites Conditional Time Series Forecasting with Convolutional Neural Networks.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Conditional Time Series Forecasting with Convolutional Neural Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:09.166053Z

Source-reported events for the cited work

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Observation 629ced24-49a6-47a9-b185-c1c5f016f4b0 · outbound

This paper cites Optimal global second-order regularity and improved integrability for parabolic equations with variable growth.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Optimal global second-order regularity and improved integrability for parabolic equations with variable growth

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:15.850296Z

Source-reported events for the cited work

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Observation 6d16e8bd-511b-43b7-88ac-6b762a92b107 · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:18.919835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae25c383-33a0-44e2-96a1-77ea4545f48b · outbound

This paper cites Correcting discount-factor mismatch in on-policy policy gradient methods.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Correcting discount-factor mismatch in on-policy policy gradient methods

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:15.680489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9faf6b84-01fd-474c-99a1-5831dc0eae38 · outbound

This paper cites Connected Hamel bases in Hilbert spaces.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Connected Hamel bases in Hilbert spaces

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:15.490250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdd65482-c5a6-423f-85f0-3cc0c5bf1f89 · outbound

This paper cites Quenched CLT for ancestral lineages of logistic branching random walks.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Quenched CLT for ancestral lineages of logistic branching random walks

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:15.279732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99e7cc9f-cbaa-4d82-87d1-2a236d48b847 · outbound

This paper cites Clifford algebra Cl(0,6) approach to beyond the standard model and naturalness problems.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Clifford algebra Cl(0,6) approach to beyond the standard model and naturalness problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:10.298143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79e044a8-cc3c-48ef-9d38-f54098c17d89 · outbound

This paper cites Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:15.109132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b915b90f-73a8-4eab-99e0-20797f3496b4 · outbound

This paper cites A new hydrogen-filled Cherenkov detector for Kaon tagging at the NA62 experiment at CERN.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting A new hydrogen-filled Cherenkov detector for Kaon tagging at the NA62 experiment at CERN

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:14.954513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad9d0f95-3eda-488f-97e6-7bf751a838e7 · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:10.761918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9412522b-56bd-4a1c-a13b-1f830e5614da · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:18.599118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1f70470c-eb2c-40a2-bdc9-f29f3ee157ed · outbound

This paper cites Superconductivity with high upper critical field in Ta-Hf Alloys.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Superconductivity with high upper critical field in Ta-Hf Alloys

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:14.776326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b696536-15ba-4dbb-b8ca-e84756db772c · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:18.435759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cfd04dcb-e4dd-4e98-ab1c-5e45a226b5a9 · outbound

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TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 16

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Observation b8b9b832-34b0-4f1b-bf54-893925d0ed5c · outbound

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TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:18.092134Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c98a9b8d-d15b-4a8d-881f-2b354f0ae094 · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:17.904856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c29037e0-e685-4736-8740-92b39ed5ad9b · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:17.675636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8dd7830c-9938-4701-8987-d7d2d7833f0c · outbound

This paper cites iTransformer: Inverted Transformers Are Effective for Time Series Forecasting.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:12.216846Z

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Observation f8c5b05c-5afa-441a-9f1b-385cc763db48 · outbound

This paper cites Nader, X.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Nader, X

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:17.504482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13c0379e-11af-4737-87ae-36fa670991f3 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:12.523321Z

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Unavailable: canonical work link unavailable.

Observation c1f22816-27de-4a46-90e1-fa811a465ba3 · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 23

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44c571cf-f4cc-4e13-97d8-0dc52a98f484 · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75279b1d-55b0-4758-9f2a-9dceab3c8c20 · outbound

This paper cites Optimal compilation of parametrised quantum circuits.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Optimal compilation of parametrised quantum circuits

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:13.139392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 484ec2f2-e38b-4460-a671-aea46f35805c · outbound

This paper cites TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:13.301511Z

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Unavailable: canonical work link unavailable.

Observation be4431fd-bf7e-4c9a-a2c5-a77df107f650 · outbound

This paper cites Exploring the hardness of the ionising radiation with the infrared softness diagram. I. Similar effective temperature scales for starbursts and (ultra)luminous infrared galaxies.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Exploring the hardness of the ionising radiation with the infrared softness diagram. I. Similar effective temperature scales for starbursts and (ultra)luminous infrared galaxies

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:14.539561Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75e0bd39-b3a1-4a8c-94ee-c3ce0b033ff2 · outbound

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TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:16.904345Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 09f58d60-af0f-4e7a-bf94-dbefc2b9f96a · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:16.782060Z

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Observation 69710be9-2237-4868-82be-76ecf84bc548 · outbound

This paper cites an unresolved cited work.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:16.648276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b4a550e-e6b7-46e5-ae77-1d5234ebc42c · outbound

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TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:16.434856Z

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Observation 612ff967-369f-49e4-b830-3358e2532bb9 · outbound

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TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 32

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Observation c2f25727-510b-4843-aa87-c849cf22f5b7 · outbound

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TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:12:16.077714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82c5644f-b698-44ed-b5c9-6dcbb084f997 · outbound

This paper cites InProceedings of the International Conference on Machine Learning (ICML).

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting InProceedings of the International Conference on Machine Learning (ICML)

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:18.814527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 672cf39e-aca6-40fa-9e5f-ba268d209f46 · outbound

This paper cites GPT-4 Technical Report.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting GPT-4 Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:09.666865Z

Source-reported events for the cited work

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Observation 4145bf91-b756-494e-bfcc-1314ef628331 · outbound

This paper cites Retrieval Augmented Time Series Forecasting.

TS-RAG: Retrieval Augmented Generation for Time Series Forecasting Retrieval Augmented Time Series Forecasting

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:12.824022Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.