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Paper Citation Record · LEDGER

Retrieval Mechanisms Surpass Long-Context Scaling in Time Series Forecasting

As of 5 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 2026-08-05T06:32:48.257954+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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:1c0ab6ba6a5be90c13455a6a5a4f9ea8f3b1fb7ac79098808e286611705e282c

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:5e1015e947b86a9bfa8fe029730baa5ad6a3856d160623006d55922f4b9458f1

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:e99febdff6ed6e3b6ac4cff53b227459c913c9483d44f6eca3410b9eb0a5436d

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:2985441a4a4dea1ed7e3e484f877d6c7103f1b0de10ae84f8c3dec447c7210e2

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:bcfaff05809155bf21915eb1d5a80aaa40562c1a6a3f3217ef3cb55d6b418f7f

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:00898c7d54acdd2d2b4f12a29192a80a35738b77d9a351dd4424b194aef14d19

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:42903133532a216563cecb327b04a8ccf7c14f87ea27b4a52e572efa3221d3bb

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 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T01:24:17.616346Z digest=sha256:cfba59a81f30a44c853ec617f8dc7497a72d6b2ac91302fa2c8a48c6d5a03872

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=sha256:0a180aa3941428dfa0476edcb93eb14b592e2486593d8ed1cbb7e4ed1a809211