Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:39:15.101410Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2605.07675.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:39:15.101410Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T22:27:22.932214Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-01T14:05:45.840285Z
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2e5e6639-f743-4386-b002-278f20789f13 · outbound
FactoryBench: Evaluating Industrial Machine Understanding AURSAD: Universal Robot Screwdriving Anomaly Detection Dataset
Reference 1
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Observation 276773fd-7e1f-4fa4-b871-eee2e160374f · outbound
FactoryBench: Evaluating Industrial Machine Understanding The voraus-AD dataset for anomaly detection in robot applications.IEEE Transactions on Robotics, 40:438–451
Reference 2
Source-reported events for the cited work
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Observation be0214e3-4549-498a-bf41-9908f82363e2 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Informer: Beyond efficient transformer for long sequence time-series forecasting
Reference 3
Source-reported events for the cited work
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Observation 06cadb09-1235-4e54-946f-d7cc7117a173 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Robust anomaly detection for multivariate time series through stochastic recurrent neural network
Reference 4
Source-reported events for the cited work
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Observation edd8895e-bc5e-4457-b667-c91c37dcb739 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work
Reference 5
Source-reported events for the cited work
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Observation 78533bb4-669e-45b2-b290-ae38bda33e13 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Deep Learning for Anomaly Detection: A Survey
Reference 6
Source-reported events for the cited work
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Observation 8e1fd92b-ed0b-4fc2-a765-0eee53fdaede · outbound
FactoryBench: Evaluating Industrial Machine Understanding Evaluating real-time anomaly detection algorithms— the Numenta anomaly benchmark
Reference 7
Source-reported events for the cited work
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Observation 24d77811-dc7c-4dc3-ba48-fc90f133c37d · outbound
FactoryBench: Evaluating Industrial Machine Understanding Are transformers effective for time series forecasting? InProceedings of the AAAI Conference on Artificial Intelligence
Reference 8
Source-reported events for the cited work
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Observation 0689d6fc-fe24-48ab-8ee7-25dc5e5c2792 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Chain-of-thought prompting elicits reasoning in large language models
Reference 9
Source-reported events for the cited work
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Observation 04534eff-c711-4c20-a9ce-b942c42c3128 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Griffiths, Yuan Cao, and Karthik Narasimhan
Reference 10
Source-reported events for the cited work
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Observation c93f67d7-7561-4faa-9e51-b9cf6e68ea88 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Large language models are zero-shot time series forecasters
Reference 11
Source-reported events for the cited work
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Observation fdc551ca-2f7c-4ff5-ac40-99a79f7a94a9 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen
Reference 12
Source-reported events for the cited work
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Observation c138ff9f-701a-412a-b62e-80e8424b0f54 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Gomez, Łukasz Kaiser, and Illia Polosukhin
Reference 13
Source-reported events for the cited work
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Observation f38c6be5-2ced-4f1d-83ca-491942482baa · outbound
FactoryBench: Evaluating Industrial Machine Understanding Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting
Reference 14
Source-reported events for the cited work
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Observation b57033de-2ec9-4dd2-8a36-6facee951da4 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting
Reference 15
Source-reported events for the cited work
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Observation f3a6b7c1-2768-4597-90ae-afeff4e6334a · outbound
FactoryBench: Evaluating Industrial Machine Understanding A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a260b28c-e3e2-438a-a250-9844beb36ce6 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Chronos: Learning the Language of Time Series
Reference 17
Source-reported events for the cited work
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Observation 53f1a397-89e5-40f6-b167-efc49a6f7e7a · outbound
FactoryBench: Evaluating Industrial Machine Understanding A decoder-only foundation model for time-series forecasting
Reference 18
Source-reported events for the cited work
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Observation 5e59a493-023f-4b16-a191-096c21eaa8b5 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Measuring massive multitask language understanding
Reference 19
Source-reported events for the cited work
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Observation 682c9c3b-516b-473f-810e-7214cb4e2d2e · outbound
FactoryBench: Evaluating Industrial Machine Understanding Beyond the imitation game: Quantifying and extrapolating the capabili- ties of language models.Transactions on Machine Learning Research
Reference 20
Source-reported events for the cited work
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Observation d4950d4c-cc37-46a0-a66b-f02eac6e938c · outbound
FactoryBench: Evaluating Industrial Machine Understanding MMMU: A massive multi-discipline multi- modal understanding and reasoning benchmark for expert AGI
Reference 21
Source-reported events for the cited work
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Observation ee698d11-f63b-4437-bad2-b8b5d49afc43 · outbound
FactoryBench: Evaluating Industrial Machine Understanding TimeSeriesExam: A time series understanding exam
Reference 22
Source-reported events for the cited work
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Observation 36b66fa4-45ca-4099-85a7-2aa79616946c · outbound
FactoryBench: Evaluating Industrial Machine Understanding ChatTS: Aligning time series with LLMs via synthetic data for enhanced understanding and reasoning.Proceedings of the VLDB Endowment, 18(8):2385–2398
Reference 23
Source-reported events for the cited work
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Observation aefde516-ecb7-4618-b321-6b0c797e6f93 · outbound
FactoryBench: Evaluating Industrial Machine Understanding ITFormer: Bridging time series and natural language for multi-modal QA with large-scale multitask dataset
Reference 24
Source-reported events for the cited work
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Observation 4f56f183-c163-4c47-8be0-9b1e5a45b267 · outbound
FactoryBench: Evaluating Industrial Machine Understanding TSAQA: Time series analysis question and answering benchmark
Reference 25
Source-reported events for the cited work
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Observation 4b8a5c06-f515-46cf-bee7-e191e5132c9a · outbound
FactoryBench: Evaluating Industrial Machine Understanding Time-MQA: Time series multi-task question answering with context enhancement
Reference 26
Source-reported events for the cited work
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Observation 62958d24-247a-4cf7-a6d3-d61d9ad7864f · outbound
FactoryBench: Evaluating Industrial Machine Understanding MTBench: A multimodal time series benchmark for temporal reasoning and question answering
Reference 27
Source-reported events for the cited work
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Observation 6c7eaa6c-41c2-4106-ad43-8cee174df053 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Metastable Distributions of Semi-Markov Processes
Reference 28
Source-reported events for the cited work
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Observation 33af1267-bf6e-43fa-8cc8-a4e7004f20fa · outbound
FactoryBench: Evaluating Industrial Machine Understanding Toolformer: Language models can teach themselves to use tools
Reference 29
Source-reported events for the cited work
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Observation 006650d5-1fad-4491-8adf-2f51f21398fa · outbound
FactoryBench: Evaluating Industrial Machine Understanding ReAct: Synergizing reasoning and acting in language models
Reference 30
Source-reported events for the cited work
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Observation c7a6e5a6-2e1c-450d-8bf4-9a93fcdad1ff · outbound
FactoryBench: Evaluating Industrial Machine Understanding Tool Learning with Foundation Models
Reference 31
Source-reported events for the cited work
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Observation d498c81b-b5de-4e4b-9cab-4c3fea54386f · outbound
FactoryBench: Evaluating Industrial Machine Understanding Arık, Nicolas Loeff, and Tomas Pfister
Reference 32
Source-reported events for the cited work
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Observation 14901e07-eab9-4ca1-bc68-2ff6cf272776 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Oreshkin, Dmitri Carpov, Nicolas Chapados, and Yoshua Bengio
Reference 33
Source-reported events for the cited work
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Observation 55935027-14d5-444e-b013-4e3c9127e7d8 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Vandermeulen, Nico Görnitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Alexander Binder, Emmanuel Müller, and Marius Kloft
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4427636b-52e0-498b-8584-992bade12d1f · outbound
FactoryBench: Evaluating Industrial Machine Understanding Cambridge University Press, 2nd edition
Reference 35
Source-reported events for the cited work
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Observation de875807-c0de-451f-9598-da162ff8a428 · outbound
FactoryBench: Evaluating Industrial Machine Understanding MIT Press
Reference 36
Source-reported events for the cited work
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Observation c84d9f6e-806f-49d9-85c2-0eb38929f326 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work
Reference 37
Source-reported events for the cited work
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Observation 95efc26b-8fd6-4cc9-ac9a-20a44d9a2955 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation 4544ab76-5b3c-4f50-8e66-b482a787ed92 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Detecting and quantifying causal associations in large nonlinear time series datasets.Science Advances, 5(11):eaau4996
Reference 39
Source-reported events for the cited work
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Observation ecaed0b8-8d60-48b9-b0c1-8999e0d5ab41 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Generic and scalable framework for automated time-series anomaly detection
Reference 40
Source-reported events for the cited work
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Observation 6bdc82a1-7b19-413c-a9a3-1f6cf3ded5cc · outbound
FactoryBench: Evaluating Industrial Machine Understanding The UCR time series archive.IEEE/CAA Journal of Automatica Sinica, 6(6):1293–1305
Reference 41
Source-reported events for the cited work
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Observation 0d840e33-0b4a-4ac5-acce-4099af2a1c09 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Transformers in Time Series: A Survey
Reference 42
Source-reported events for the cited work
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Observation 81a30628-b92d-4154-9d85-345af2ccdbe4 · outbound
FactoryBench: Evaluating Industrial Machine Understanding CLadder: A benchmark to assess causal reasoning capabilities of language models
Reference 43
Source-reported events for the cited work
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Observation 47b028fe-f40d-4dd2-b0a2-8bb5caed4e10 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Castro, and Ben Glocker
Reference 44
Source-reported events for the cited work
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Observation 0ac30e78-a562-46c1-b021-38d9acedc12a · outbound
FactoryBench: Evaluating Industrial Machine Understanding A Ladder of Causal Distances
Reference 45
Source-reported events for the cited work
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Observation a60977ae-44e5-4a2e-9e68-ff0d3eb63a2b · outbound
FactoryBench: Evaluating Industrial Machine Understanding Claude Sonnet 4.6 system card
Reference 46
Source-reported events for the cited work
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Observation 25d8254d-7f7e-4e28-8be0-8d413f48a6b7 · outbound
FactoryBench: Evaluating Industrial Machine Understanding GPT-5.1 system card
Reference 47
Source-reported events for the cited work
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Observation 941e85ab-c7ec-43d7-8c0b-cd0ec0477a32 · outbound
FactoryBench: Evaluating Industrial Machine Understanding DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Reference 48
Source-reported events for the cited work
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Observation e7019fac-d1d9-44e0-a77a-32fec404a147 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Mistral Large 3: Model card
Reference 49
Source-reported events for the cited work
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Observation e96a31af-35c9-4a41-8387-34ea07121111 · outbound
FactoryBench: Evaluating Industrial Machine Understanding Qwen3 Technical Report
Reference 50
Source-reported events for the cited work
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Observation 5ce38f5b-4c91-4b3e-a403-cb9b19342d8d · outbound
FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work
Reference 51
Source-reported events for the cited work
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Observation ef69bc27-8dc8-4ff9-b6f1-c6d756ca6c15 · outbound
FactoryBench: Evaluating Industrial Machine Understanding what would have happened
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 11e475c3-5b2a-4b0b-8f92-4b762e38d2f8 · outbound
FactoryBench: Evaluating Industrial Machine Understanding no anomaly is present
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7f317f57-9d7a-4bb5-8411-53542bdd3c02 · inbound
HEPA: A Self-Supervised Horizon-Conditioned Event Predictive Architecture for Time Series FactoryBench: Evaluating Industrial Machine Understanding
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.