Paper Citation Record · LEDGER

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition

As of 14 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.12953.

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

pith.paper-citation-record.v1
2506.12953 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:40:23.245732Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy4
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2787d5d0-bd98-46c5-9336-2c1c675088c6 · outbound

This paper cites an unresolved cited work.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:24.664172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 11c98e20-77a7-4d94-81c4-2a8b0b7ffd66 · outbound

This paper cites an unresolved cited work.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:24.473282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da262540-b4ee-40ae-a5c2-2460125d8d1f · outbound

This paper cites an unresolved cited work.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:24.356978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 58639b5d-0519-49d6-a1e9-f692f950773b · outbound

This paper cites series": 96 raw numbers (Humidity, 10-min cadence) -.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition series": 96 raw numbers (Humidity, 10-min cadence) -

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:24.237000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 81ac0446-e0da-4043-9ec0-e8499e11e6f1 · outbound

This paper cites an unresolved cited work.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:24.113994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a1b41283-e0a5-4b74-935c-0d35ab191978 · outbound

This paper cites an unresolved cited work.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:23.984391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 51dfd919-ca88-404d-855b-537a652fa105 · outbound

This paper cites series": 96 raw numbers (Humidity, 10-min cadence) -.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition series": 96 raw numbers (Humidity, 10-min cadence) -

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:23.833206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cd908f13-2ca8-4680-8edd-ed922eebfb28 · outbound

This paper cites an unresolved cited work.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:23.693060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9e05cd76-5026-4a70-afce-5147fac69a23 · outbound

This paper cites an unresolved cited work.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:23.565303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1a74c940-ec9f-491a-b828-e092f6a8390f · outbound

This paper cites Output format: [(v1;slot1), (v2;slot2), (v3;slot3)] [(v2;slot2), (v3;slot3), (v4;slot4)].

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Output format: [(v1;slot1), (v2;slot2), (v3;slot3)] [(v2;slot2), (v3;slot3), (v4;slot4)]

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:23.413135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bd286de4-3b74-4ce1-9b7a-369b8ed66ad1 · outbound

This paper cites Xinyu Zhou, Zhengyuan Ding, Shuo Ren, Yutao Chen, Xinhui Huang, Jianhao Shi, and Wayne Xin Zhao.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition Xinyu Zhou, Zhengyuan Ding, Shuo Ren, Yutao Chen, Xinhui Huang, Jianhao Shi, and Wayne Xin Zhao

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:24.852872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2ed91382-a1f3-4a85-ac0b-9155e1da8bd5 · outbound

This paper cites A Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges.

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition A Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:22.562353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.