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Paper Citation Record · LEDGER

FactoryBench: Evaluating Industrial Machine Understanding

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.

pith.paper-citation-record.v1
2605.07675 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T02:39:15.101410Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T22:27:22.932214Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T14:05:45.840285Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact9
  • verified fuzzy37
  • unresolved4
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e5e6639-f743-4386-b002-278f20789f13 · outbound

This paper cites AURSAD: Universal Robot Screwdriving Anomaly Detection Dataset.

FactoryBench: Evaluating Industrial Machine Understanding AURSAD: Universal Robot Screwdriving Anomaly Detection Dataset

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:10:53.249534Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:9cb389b1d22c7f0b952d6c972c197167574eafd41249330a33ffa52aef6d1fb8

Observation 276773fd-7e1f-4fa4-b871-eee2e160374f · outbound

This paper cites The voraus-AD dataset for anomaly detection in robot applications.IEEE Transactions on Robotics, 40:438–451.

FactoryBench: Evaluating Industrial Machine Understanding The voraus-AD dataset for anomaly detection in robot applications.IEEE Transactions on Robotics, 40:438–451

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.032435Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:2ba8f7e1372744b9be5ede9210ee1ae9bb950aafabce0701303fc94abc77270e

Observation be0214e3-4549-498a-bf41-9908f82363e2 · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

FactoryBench: Evaluating Industrial Machine Understanding Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.072711Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:de4fac24db776590bd104036367757f8cf48d39ce97606ddbbef0e0e811f8638

Observation 06cadb09-1235-4e54-946f-d7cc7117a173 · outbound

This paper cites Robust anomaly detection for multivariate time series through stochastic recurrent neural network.

FactoryBench: Evaluating Industrial Machine Understanding Robust anomaly detection for multivariate time series through stochastic recurrent neural network

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.036197Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:7b3ad700d0ab1601fe1140b6d7fb3b2aef4f209184d5b79ffe647f2385ad21db

Observation edd8895e-bc5e-4457-b667-c91c37dcb739 · outbound

This paper cites an unresolved cited work.

FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-14T11:59:44.090970Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:72b7769727252c57774f56a117f87c86b6d448c106afedaf00092e691ff42065

Observation 78533bb4-669e-45b2-b290-ae38bda33e13 · outbound

This paper cites Deep Learning for Anomaly Detection: A Survey.

FactoryBench: Evaluating Industrial Machine Understanding Deep Learning for Anomaly Detection: A Survey

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:10:53.238871Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:1267068bd3e8ff625124bfd9ad3da8b06f45a95512a38b0b0588a85f92a98f9c

Observation 8e1fd92b-ed0b-4fc2-a765-0eee53fdaede · outbound

This paper cites Evaluating real-time anomaly detection algorithms— the Numenta anomaly benchmark.

FactoryBench: Evaluating Industrial Machine Understanding Evaluating real-time anomaly detection algorithms— the Numenta anomaly benchmark

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.063156Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:10f0b6dbb59a2141bbb10d41dbd7479ce1502b4e195e5b753d0cc544d6bdc500

Observation 24d77811-dc7c-4dc3-ba48-fc90f133c37d · outbound

This paper cites Are transformers effective for time series forecasting? InProceedings of the AAAI Conference on Artificial Intelligence.

FactoryBench: Evaluating Industrial Machine Understanding Are transformers effective for time series forecasting? InProceedings of the AAAI Conference on Artificial Intelligence

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.079720Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:d2a527821d54740d141e1a2b81dda7fe2325ecf81ce80eda536a4e6954d45a91

Observation 0689d6fc-fe24-48ab-8ee7-25dc5e5c2792 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

FactoryBench: Evaluating Industrial Machine Understanding Chain-of-thought prompting elicits reasoning in large language models

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.095835Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:a15427b519d2c5bb6eceae15a831799ac37206ae575d47c451a19645fda7a908

Observation 04534eff-c711-4c20-a9ce-b942c42c3128 · outbound

This paper cites Griffiths, Yuan Cao, and Karthik Narasimhan.

FactoryBench: Evaluating Industrial Machine Understanding Griffiths, Yuan Cao, and Karthik Narasimhan

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.086657Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:f5c01f03b62f0a51b639de175f426e40c281167899243765b2f2bccd787a6fb2

Observation c93f67d7-7561-4faa-9e51-b9cf6e68ea88 · outbound

This paper cites Large language models are zero-shot time series forecasters.

FactoryBench: Evaluating Industrial Machine Understanding Large language models are zero-shot time series forecasters

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.030148Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:f2545d3befa6f4572c941c25e337fd75b759f1a0eb13b8c6fa6218a97c91b77e

Observation fdc551ca-2f7c-4ff5-ac40-99a79f7a94a9 · outbound

This paper cites Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen.

FactoryBench: Evaluating Industrial Machine Understanding Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.041678Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:26c5331cb481ed004427d9c789c5ae9ba4658d9062ae7a697c60231ffac3dd2a

Observation c138ff9f-701a-412a-b62e-80e8424b0f54 · outbound

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

FactoryBench: Evaluating Industrial Machine Understanding Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.068479Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:40e34569c3485fd86c7297c6a031a506493b88db76ce7d109fb63e99c77dfa68

Observation f38c6be5-2ced-4f1d-83ca-491942482baa · outbound

This paper cites Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting.

FactoryBench: Evaluating Industrial Machine Understanding Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.100847Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:c5e8e3043eb16121d5899784ad5d2e36092fbe667fd0f642dc2ad3b6de221752

Observation b57033de-2ec9-4dd2-8a36-6facee951da4 · outbound

This paper cites Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting.

FactoryBench: Evaluating Industrial Machine Understanding Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.081783Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:e7c349c9678a664f47867e97434858dd3b0114ce3fee8902e5d9a2657dcfc10a

Observation f3a6b7c1-2768-4597-90ae-afeff4e6334a · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

FactoryBench: Evaluating Industrial Machine Understanding A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-13T19:17:50.778615Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:dbaa00468a26ef0abba05945b3ee0e9ed3e40335b4bc0998cc6d0b16f2430ee1

Observation a260b28c-e3e2-438a-a250-9844beb36ce6 · outbound

This paper cites Chronos: Learning the Language of Time Series.

FactoryBench: Evaluating Industrial Machine Understanding Chronos: Learning the Language of Time Series

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T08:27:23.855695Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:02736fccaad8004f75865c12d61df546b5858f892a00d9bc5862589a51dcd846

Observation 53f1a397-89e5-40f6-b167-efc49a6f7e7a · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

FactoryBench: Evaluating Industrial Machine Understanding A decoder-only foundation model for time-series forecasting

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:07:21.325848Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:259af2858c6db12d7ef2826075d90302dbee6cc3cab94d645263c8445159ccb4

Observation 5e59a493-023f-4b16-a191-096c21eaa8b5 · outbound

This paper cites Measuring massive multitask language understanding.

FactoryBench: Evaluating Industrial Machine Understanding Measuring massive multitask language understanding

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.075533Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:19041eea0083ff7f304bc505e5a29fb9c436f029e07ef31987a34e0b907752ce

Observation 682c9c3b-516b-473f-810e-7214cb4e2d2e · outbound

This paper cites Beyond the imitation game: Quantifying and extrapolating the capabili- ties of language models.Transactions on Machine Learning Research.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.053889Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:5646fcced4c12b7f15d3f98e6dc709d2b82847cbd0a53a526e0204444acfa63f

Observation d4950d4c-cc37-46a0-a66b-f02eac6e938c · outbound

This paper cites MMMU: A massive multi-discipline multi- modal understanding and reasoning benchmark for expert AGI.

FactoryBench: Evaluating Industrial Machine Understanding MMMU: A massive multi-discipline multi- modal understanding and reasoning benchmark for expert AGI

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.025748Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:ae319897f91815c12ca73763a3b5e04ccbc0834056f5eea6fec336c8390f15fc

Observation ee698d11-f63b-4437-bad2-b8b5d49afc43 · outbound

This paper cites TimeSeriesExam: A time series understanding exam.

FactoryBench: Evaluating Industrial Machine Understanding TimeSeriesExam: A time series understanding exam

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.056357Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:73f4e33060e82122ab6ac55cbc6b1682239e7b4d9ad148879a8d8513151ff90c

Observation 36b66fa4-45ca-4099-85a7-2aa79616946c · outbound

This paper cites ChatTS: Aligning time series with LLMs via synthetic data for enhanced understanding and reasoning.Proceedings of the VLDB Endowment, 18(8):2385–2398.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.098299Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:f00e3b52aca2e068f4e3f3822fd22be5b5dd3c14e8d27e2a263c60eeca3c7f31

Observation aefde516-ecb7-4618-b321-6b0c797e6f93 · outbound

This paper cites ITFormer: Bridging time series and natural language for multi-modal QA with large-scale multitask dataset.

FactoryBench: Evaluating Industrial Machine Understanding ITFormer: Bridging time series and natural language for multi-modal QA with large-scale multitask dataset

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.044217Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:2a4e47919d2fa4ec3162b4ceaf2bebaa626fdf33929164765bd8ae97420c063a

Observation 4f56f183-c163-4c47-8be0-9b1e5a45b267 · outbound

This paper cites TSAQA: Time series analysis question and answering benchmark.

FactoryBench: Evaluating Industrial Machine Understanding TSAQA: Time series analysis question and answering benchmark

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.060908Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:96d27a1564964a69d2cc3cdcd80d05add7cdcf1d273e8a24728b5868b178f22a

Observation 4b8a5c06-f515-46cf-bee7-e191e5132c9a · outbound

This paper cites Time-MQA: Time series multi-task question answering with context enhancement.

FactoryBench: Evaluating Industrial Machine Understanding Time-MQA: Time series multi-task question answering with context enhancement

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.070612Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:cdde95e6bd7e15687de73de2f29609d1c479febabf455746482ef86c19f86c97

Observation 62958d24-247a-4cf7-a6d3-d61d9ad7864f · outbound

This paper cites MTBench: A multimodal time series benchmark for temporal reasoning and question answering.

FactoryBench: Evaluating Industrial Machine Understanding MTBench: A multimodal time series benchmark for temporal reasoning and question answering

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.102882Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:f2d577ba8e4d45778d1c6b6239f3490e0b10181cfc5c774e8dcc3e178807a7cb

Observation 6c7eaa6c-41c2-4106-ad43-8cee174df053 · outbound

This paper cites Metastable Distributions of Semi-Markov Processes.

FactoryBench: Evaluating Industrial Machine Understanding Metastable Distributions of Semi-Markov Processes

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:10:53.255456Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:043170a8be7b0730a69c7e01e00018c11b7d65c2e844894b3bc0df01791fc135

Observation 33af1267-bf6e-43fa-8cc8-a4e7004f20fa · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.

FactoryBench: Evaluating Industrial Machine Understanding Toolformer: Language models can teach themselves to use tools

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.093181Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:d4e75a9e1c42f5834567f648e246142e788e14f75867646a07896ec44b7f99eb

Observation 006650d5-1fad-4491-8adf-2f51f21398fa · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models.

FactoryBench: Evaluating Industrial Machine Understanding ReAct: Synergizing reasoning and acting in language models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.066100Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:8b6ff29fe93eceddffc4af6ab7dc6b70cb498842bae99f6b58f1e0fe2f7645be

Observation c7a6e5a6-2e1c-450d-8bf4-9a93fcdad1ff · outbound

This paper cites Tool Learning with Foundation Models.

FactoryBench: Evaluating Industrial Machine Understanding Tool Learning with Foundation Models

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-16T13:10:56.950164Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:a855a9ff5da1d1d2e258d5438cdde5c5dfd4e121c7734a1e66abb9c11eab6bf8

Observation d498c81b-b5de-4e4b-9cab-4c3fea54386f · outbound

This paper cites Arık, Nicolas Loeff, and Tomas Pfister.

FactoryBench: Evaluating Industrial Machine Understanding Arık, Nicolas Loeff, and Tomas Pfister

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.027963Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:9a6b48ed610c3e1972bf2a0f94b97ea08f05fca9a30a48833342364d968909af

Observation 14901e07-eab9-4ca1-bc68-2ff6cf272776 · outbound

This paper cites Oreshkin, Dmitri Carpov, Nicolas Chapados, and Yoshua Bengio.

FactoryBench: Evaluating Industrial Machine Understanding Oreshkin, Dmitri Carpov, Nicolas Chapados, and Yoshua Bengio

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.038847Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:28b2169fcc676c95b7602c0c7fcc35039655df1b4c9eb9061b7034b8a35c8d3c

Observation 55935027-14d5-444e-b013-4e3c9127e7d8 · outbound

This paper cites Vandermeulen, Nico Görnitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Alexander Binder, Emmanuel Müller, and Marius Kloft.

FactoryBench: Evaluating Industrial Machine Understanding Vandermeulen, Nico Görnitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Alexander Binder, Emmanuel Müller, and Marius Kloft

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.084216Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:7eeeb180b736026e52e361557020fc526b4ab515cca5d46e3631b1f3caf87ff0

Observation 4427636b-52e0-498b-8584-992bade12d1f · outbound

This paper cites Cambridge University Press, 2nd edition.

FactoryBench: Evaluating Industrial Machine Understanding Cambridge University Press, 2nd edition

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.049308Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:714fa2efbf6b88bfcbfc8bbfba0a095e3f63df0bbd7a8d2ffb3f11f23252a6e8

Observation de875807-c0de-451f-9598-da162ff8a428 · outbound

This paper cites MIT Press.

FactoryBench: Evaluating Industrial Machine Understanding MIT Press

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.089049Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:201073745e500ab69ecbd4912cf124e5cf1ed39384ff802123bac3d6eb954809

Observation c84d9f6e-806f-49d9-85c2-0eb38929f326 · outbound

This paper cites an unresolved cited work.

FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-14T11:59:44.046562Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:8df924727f29227b3273505469b22fae03f689b4d07adcff312e4c05a2e82530

Observation 95efc26b-8fd6-4cc9-ac9a-20a44d9a2955 · outbound

This paper cites an unresolved cited work.

FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-14T11:59:44.051262Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:466adadb95a181e338afcfb5a9bfdec3cfcdfd5b6bf65a6f04a2e2b7da20a4c4

Observation 4544ab76-5b3c-4f50-8e66-b482a787ed92 · outbound

This paper cites Detecting and quantifying causal associations in large nonlinear time series datasets.Science Advances, 5(11):eaau4996.

FactoryBench: Evaluating Industrial Machine Understanding Detecting and quantifying causal associations in large nonlinear time series datasets.Science Advances, 5(11):eaau4996

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.105324Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:30a62ef24c65de721c98b8f726832b5318b4ddf70e08eb2d8a742a072df3599e

Observation ecaed0b8-8d60-48b9-b0c1-8999e0d5ab41 · outbound

This paper cites Generic and scalable framework for automated time-series anomaly detection.

FactoryBench: Evaluating Industrial Machine Understanding Generic and scalable framework for automated time-series anomaly detection

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.058692Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:5bb8eb2d60f5c4c2c07cfb49916481d1d34a246b45fc53862872fa10fe0de20c

Observation 6bdc82a1-7b19-413c-a9a3-1f6cf3ded5cc · outbound

This paper cites The UCR time series archive.IEEE/CAA Journal of Automatica Sinica, 6(6):1293–1305.

FactoryBench: Evaluating Industrial Machine Understanding The UCR time series archive.IEEE/CAA Journal of Automatica Sinica, 6(6):1293–1305

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.010567Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:c0eeff39ccb1db6f94c19a0bcf3eb49c1a7cf0404c9272d7062252623fc12308

Observation 0d840e33-0b4a-4ac5-acce-4099af2a1c09 · outbound

This paper cites Transformers in Time Series: A Survey.

FactoryBench: Evaluating Industrial Machine Understanding Transformers in Time Series: A Survey

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:10:53.222794Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:2473e74f588b68b7d2f49a18183e2912bcd89c079f4894293fb8104887bf1e43

Observation 81a30628-b92d-4154-9d85-345af2ccdbe4 · outbound

This paper cites CLadder: A benchmark to assess causal reasoning capabilities of language models.

FactoryBench: Evaluating Industrial Machine Understanding CLadder: A benchmark to assess causal reasoning capabilities of language models

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.018689Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:6b3927d27ca9a7787c15318e234a0223e7135535cae20fe930207ae3aeb42be9

Observation 47b028fe-f40d-4dd2-b0a2-8bb5caed4e10 · outbound

This paper cites Castro, and Ben Glocker.

FactoryBench: Evaluating Industrial Machine Understanding Castro, and Ben Glocker

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.008693Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:458f87d2f249cea5ce7436b9eadbbe98cf50fe5bc65745db3ada6227946e99bb

Observation 0ac30e78-a562-46c1-b021-38d9acedc12a · outbound

This paper cites A Ladder of Causal Distances.

FactoryBench: Evaluating Industrial Machine Understanding A Ladder of Causal Distances

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:10:53.216873Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:da6166d6c99b55fb21d56274fe39d59f686ab9a993f47d6413eb1a4726776d90

Observation a60977ae-44e5-4a2e-9e68-ff0d3eb63a2b · outbound

This paper cites Claude Sonnet 4.6 system card.

FactoryBench: Evaluating Industrial Machine Understanding Claude Sonnet 4.6 system card

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.006893Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:2a33c63ab410534e24e8c2729b608ba10cdff829b28028b03da4547a4491406d

Observation 25d8254d-7f7e-4e28-8be0-8d413f48a6b7 · outbound

This paper cites GPT-5.1 system card.

FactoryBench: Evaluating Industrial Machine Understanding GPT-5.1 system card

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.014545Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:f3b217cefa5b3c568ea90792d7c0aab20369ba1c723f9ae6ddda6af9d08ff437

Observation 941e85ab-c7ec-43d7-8c0b-cd0ec0477a32 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

FactoryBench: Evaluating Industrial Machine Understanding DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:10:53.230176Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:7a4791092cde33a3c779cdc8aa96abd7dfd8a20371c907a9138dcb9e5a76f9fe

Observation e7019fac-d1d9-44e0-a77a-32fec404a147 · outbound

This paper cites Mistral Large 3: Model card.

FactoryBench: Evaluating Industrial Machine Understanding Mistral Large 3: Model card

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.016734Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:2ae1d009f93ae9860f78ee002080db0e874abd3ac906b4d7150cdeb2d80a16cb

Observation e96a31af-35c9-4a41-8387-34ea07121111 · outbound

This paper cites Qwen3 Technical Report.

FactoryBench: Evaluating Industrial Machine Understanding Qwen3 Technical Report

Reference 50

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:10:53.225702Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:8a1c12dc432add55623f1246df17c2bf5d504ebe4fc6d9eb9e4a66873e5c5cb0

Observation 5ce38f5b-4c91-4b3e-a403-cb9b19342d8d · outbound

This paper cites an unresolved cited work.

FactoryBench: Evaluating Industrial Machine Understanding Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-14T11:59:44.004497Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:6ea311d7c9ca5b8042de02ae32b97fa13345257f00584eafa4a3ca8c0ff96c1f

Observation ef69bc27-8dc8-4ff9-b6f1-c6d756ca6c15 · outbound

This paper cites what would have happened.

FactoryBench: Evaluating Industrial Machine Understanding what would have happened

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T11:59:44.022955Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:0e3e9885febe7669908fbfb60c3a94f0dc772525ac4462bee57a4a609c59c353

Observation 11e475c3-5b2a-4b0b-8f92-4b762e38d2f8 · outbound

This paper cites no anomaly is present.

FactoryBench: Evaluating Industrial Machine Understanding no anomaly is present

Reference 53

Resolution
malformed identifier
raw_fallback, observed 2026-05-14T11:59:44.020807Z

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.

source=pdf_text observed=2026-05-11T02:39:15.101410Z digest=sha256:fbd5f5977b2b630537f699de5f9cc700497cb23aa97b4fe68fd1510e5a027caa

Pith citing papers

Observation 7f317f57-9d7a-4bb5-8411-53542bdd3c02 · inbound

HEPA: A Self-Supervised Horizon-Conditioned Event Predictive Architecture for Time Series cites this paper.

HEPA: A Self-Supervised Horizon-Conditioned Event Predictive Architecture for Time Series FactoryBench: Evaluating Industrial Machine Understanding

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-07-01T14:05:45.841714Z

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.

source=pdf_text observed=2026-06-30T22:27:22.932214Z digest=sha256:8a731e89086777bd019ff342632082b74e407f12a06d6b760d883fc2f3259492