Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T14:53:46.123455Z
Paper Citation Record · LEDGER
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting
As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2509.23074.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T06:16:39.177755Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact4
- verified fuzzy0
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d5017008-ac8a-44cf-bd4d-50a6cb85d8ea · outbound
This paper cites doi: 10.1609/aaai.v37i9.26317.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1609/aaai.v37i9.26317
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:45.809269Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d310934-f7c8-49e6-83b3-dbf68a362ac6 · outbound
This paper cites doi: 10.1109/TKDE.2019.2955686.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1109/TKDE.2019.2955686
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:45.870719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6256fe1c-f63d-4ff6-9745-c997fe64f556 · outbound
This paper cites drop-last.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting drop-last
Reference 128
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:46.047734Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 333e5ad1-5b1f-42f8-9dbe-af0b1043068b · outbound
This paper cites doi: 10.1002/j.1538-7305.1948.tb01338.x.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1002/j.1538-7305.1948.tb01338.x
Reference 1948
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:45.510229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 662e6eb4-3d42-49ad-9f7a-9633113a2643 · outbound
This paper cites doi: 10.1109/TIT.1977.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1109/TIT.1977
Reference 1977
- Resolution
- verified exact
- doi, observed 2026-08-04T14:58:58.614750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9d11d494-bd22-4691-bcab-2d5118f6290c · outbound
This paper cites doi: 10.1152/ajpheart.2000.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1152/ajpheart.2000
Reference 2000
- Resolution
- verified exact
- doi, observed 2026-08-04T14:58:58.994745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cd79968b-acca-457a-a307-1996dad4d41f · outbound
This paper cites doi: 10.1103/PhysRevLett.88.174102.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1103/PhysRevLett.88.174102
Reference 2002
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:44.725035Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7373bf7-bd54-4bd8-85ba-f0e12c5d1e60 · outbound
This paper cites Huandong Wang, Sihan Zeng, Yong Li, and Depeng Jin.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting Huandong Wang, Sihan Zeng, Yong Li, and Depeng Jin
Reference 2010
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:45.629300Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 254b2fef-9974-4bf4-863c-cc77f23a0c7b · outbound
This paper cites doi: 10.1103/PhysRevE.90.052910.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1103/PhysRevE.90.052910
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:44.792429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe880cac-1ec5-4bf1-a1b8-778a69fb9886 · outbound
This paper cites h” denotes hourly data and “m.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting h” denotes hourly data and “m
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:46.123455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf12d4d-1ea7-4783-a461-7adc1b039b4e · outbound
This paper cites doi: 10.1002/ecm.1359.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1002/ecm.1359
Reference 2019
- Resolution
- verified exact
- doi, observed 2026-08-04T14:58:59.247634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4155de24-f359-442e-bac2-398526c5d66c · outbound
This paper cites doi: 10.1109/TMC.2020.2981441.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting doi: 10.1109/TMC.2020.2981441
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:45.753544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cc90491-b16c-490f-9803-1b744336dee2 · outbound
This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:45.079169Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07e957fe-7d06-49be-bd86-3e80261cb6d2 · outbound
This paper cites ISBN 979-8-4007-0490-1.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting ISBN 979-8-4007-0490-1
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:53:44.999608Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d94e5d04-f2c1-4395-8204-ec4e02ea8c11 · outbound
This paper cites Ioannis Kontoyiannis, Paul H.
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting Ioannis Kontoyiannis, Paul H
Reference 7527
- Resolution
- verified exact
- doi, observed 2026-08-04T14:58:59.690810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation ca89de7a-8720-4df5-8e8d-3708d82babcb · 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 Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T06:16:39.177755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.