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Paper Citation Record · LEDGER

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting

As of 9 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2605.08217.

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

pith.paper-citation-record.v1
2605.08217 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T01:24:17.616346Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:16:38.174679Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10516255-bfa3-41c5-bfd8-57053a82cd61 · outbound

This paper cites Forty-first International Conference on Machine Learning , year =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting Forty-first International Conference on Machine Learning , year =

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.405967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:b6d3a487ecd9ba90e39478485cf42237d69687d059741b2922d97e9b7cd022ad

Observation b7446b08-750b-4dbc-ba03-21aee985db42 · outbound

This paper cites Transactions on Machine Learning Research , year =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting Transactions on Machine Learning Research , year =

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.450024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:95d6f4741d066b25e1fea9b990150eb2db83dff48585c7b327b38e1078071ce5

Observation ede48bc6-5f28-45f9-9cdf-fd19142081bf · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , pages =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting Proceedings of the 42nd International Conference on Machine Learning , pages =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.424836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:de1eb731f640404c302ccca1a7dc44d9adbd0b23ec55a328be5b2c0c282b09e5

Observation cc0d813c-ce0c-4c8a-a628-049d3acfeedb · outbound

This paper cites Proceedings of The 28th International Conference on Artificial Intelligence and Statistics , pages =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting Proceedings of The 28th International Conference on Artificial Intelligence and Statistics , pages =

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.437966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:84a6c260091ffa0181bb5a8e6daa8c5d1b6004a82be307d23c68b9eab1004041

Observation 6de2fd40-b8e8-4794-b1f6-41093ff20095 · outbound

This paper cites International Conference on Learning Representations , year =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting International Conference on Learning Representations , year =

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.431735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:3b655de2b46a94e99a0f3d1ae7d6949433da3ab9a7b92d603c89a55af87a6bc8

Observation 7c2a5d03-1d3c-42d4-bf5f-a07caa5d65f1 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , pages =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting Proceedings of the 42nd International Conference on Machine Learning , pages =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.413804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:807241bed42b5869d20638f4db9f485e7a1c6c47277506584e3b4570f9e3b551

Observation 1a77dd3f-f952-4c69-bdae-36908b5faf20 · outbound

This paper cites AAAI Conference on Artificial Intelligence , volume =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting AAAI Conference on Artificial Intelligence , volume =

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.418800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:3c075e46d2043175d9c240b7021f95be1fdf3e10e070dc4ab91297f04fbb6caa

Observation e0246095-b8cf-436c-856e-9f97dc8ca0f3 · outbound

This paper cites The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval , pages =.

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval , pages =

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T07:24:48.443748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:bc282f1be5c9737733b33aa4cfdf333c565a58c9c54f8ca55ae83fed596db8d3

Pith citing papers

Observation d8265c35-9cad-4c00-976c-6284ca3ff858 · inbound

The Spectrum Is Not Enough: When Context Helps Time-Series Forecasting cites this paper.

The Spectrum Is Not Enough: When Context Helps Time-Series Forecasting Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T06:16:38.174679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T06:16:38.174679Z digest=sha256:dabe9591966bb8c2929880c3835dfc3bdc9af4c60354b489a38588c5dd77edd2