Paper Citation Record · LEDGER

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models

As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2505.17871.

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

pith.paper-citation-record.v1
2505.17871 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:45:27.448330Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:36:29.630745Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T04:36:32.892740Z

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy2
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 346bdc37-e84a-44de-a732-6943379b365d · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:32.725532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c63d4605-b967-47f0-aea7-31abc1260bbe · outbound

This paper cites GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:23.224053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee110237-45f4-4f98-9c77-11119bf0c27d · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:32.461435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e863d43-8f9a-44c9-a72a-33560e5b289b · outbound

This paper cites MSTL: A Seasonal-Trend Decomposition Algorithm for Time Series with Multiple Seasonal Patterns.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models MSTL: A Seasonal-Trend Decomposition Algorithm for Time Series with Multiple Seasonal Patterns

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:23.460008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b6fa190-9757-45c0-8c41-1807ad9054c3 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:32.151121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0f6636c-9b60-4973-b064-f52dd235850f · outbound

This paper cites VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:23.717980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b97f44-8475-4dbd-b570-387969c51ef6 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:32.053340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2cb8a33c-c45d-47f5-b652-9fd612530fdf · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:31.828017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2bc211f-a25d-4261-8a65-a17c3b0086aa · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:31.556400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5774558-8b93-4b5a-95cc-d3e2f655aa8e · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:31.339281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89085d87-483c-4f24-85c3-8a338afe9c7c · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:31.184174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e93a8db2-ebfc-438d-94d1-bdc8e6a84d1e · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:31.045870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7d455a7-640e-429a-ae7f-1602170ae5fb · outbound

This paper cites Gifford, Chandra Reddy, and Jayant Kalagnanam.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Gifford, Chandra Reddy, and Jayant Kalagnanam

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:45:30.923538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19e9f66b-00b8-450a-9d25-75e210cbaa35 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:30.751770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 485b35e0-0352-4d86-b9b2-53a2f65ae916 · outbound

This paper cites TimeGPT-1.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models TimeGPT-1

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:24.708103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a11785-835e-4b8e-86c5-1a9c556a581f · outbound

This paper cites Monash Time Series Forecasting Archive.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Monash Time Series Forecasting Archive

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:24.820327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abbfce59-16d9-4a10-884f-30fb477765c6 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:30.578335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b249c56-9167-4f70-a878-4463efa2cb01 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:30.421711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd27d00c-8971-47fd-b02b-4e1ff2b6ad0e · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:30.275226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 06410af1-0c84-4868-adac-276b1a4ebda7 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:30.085024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c92a032c-e41c-4e1d-9ca8-3d5e7c2f74fd · outbound

This paper cites Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:25.270311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3e2ee8-29e0-4672-860b-213b9f754a87 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:29.908485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4f298cc-acab-4b77-9bc1-01ee04c25f0f · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:25.417887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04ac2ca-a87f-425a-b6f1-9165c36ecc99 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:29.727617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9361f52a-9040-4f5a-bd2c-0634786687c3 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:29.556341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 235f4470-22ba-4d3f-b8dd-faacafa0acf3 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:25.725111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11d4c632-7d7f-4cc7-b8cf-55733b9b52c6 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:29.415482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9320d6d2-137e-41bc-9ae2-f1cdc2c504e6 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:25.911677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6c8aeb-e31a-4148-b569-e7cade9808ce · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:29.245432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62e6fb55-e100-4853-a4f3-d11d9149d495 · outbound

This paper cites Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.088305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e962c3b7-32c6-4fbb-b40b-6b4628402be3 · outbound

This paper cites GPT-4 Technical Report.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models GPT-4 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.153655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a3edc3-6f34-4180-b0e0-d0ee3b86b2fa · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:29.061062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f0ff885-64a9-4a55-aa3f-af47cbcfdfc4 · outbound

This paper cites TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.325423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6667402-d27e-4dc1-a5f2-bf18c44bb5c4 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.391566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e30c4a1-6213-47d1-8b7d-96a6ffd687be · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:28.951586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8c2b9940-11ba-4ffb-a7da-c4f935ca9e24 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:28.781092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 087d6787-a785-4768-a268-f7e61e67ecf9 · outbound

This paper cites Balanced Data Sampling for Language Model Training with Clustering.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Balanced Data Sampling for Language Model Training with Clustering

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:45:27.731375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b07acad-b572-4cfd-9f65-aa766a140e73 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models LLaMA: Open and Efficient Foundation Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.759683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2114799-6c2c-4206-8355-fe6fb5e2155e · outbound

This paper cites Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.681754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7693cdc9-ea21-42bd-98d4-cb0d30008e25 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:45:28.677987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4f0ca574-d88f-49b2-9735-b0d8e9227e69 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.832377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf59cb63-2fa8-4a78-bb30-420ba8ec9018 · outbound

This paper cites Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:27.049495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5619b47e-8b63-423c-b357-620251cf3058 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:26.972906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 458b89f0-27ba-4fa5-bf6f-3d3dd68a4578 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:28.369780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c7d06dc-1616-4caf-8971-dfce617902b8 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:28.491371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41c20710-225a-4eb4-a4e7-95fef27ed672 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:28.241113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0655882a-6f13-4a84-95ae-6e60262927ee · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:27.301826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f003cc7b-7829-4221-8d91-e841cf2936e3 · outbound

This paper cites an unresolved cited work.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:45:28.053047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9948f497-54fe-4511-8391-ccc118a1799a · outbound

This paper cites Timer-XL: Long-Context Transformers for Unified Time Series Forecasting.

BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Timer-XL: Long-Context Transformers for Unified Time Series Forecasting

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:25.502741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0c053611-2c0d-4786-ac35-a64a9990cd34 · inbound

ARIES: Relation Assessment and Model Recommendation for Deep Time Series Forecasting cites this paper.

ARIES: Relation Assessment and Model Recommendation for Deep Time Series Forecasting BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-05T04:36:32.897610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.