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Paper Citation Record · LEDGER

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs

As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2506.11050.

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

pith.paper-citation-record.v1
2506.11050 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:10:09.556045Z

measured 51 of 51 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact2
  • verified fuzzy23
  • unresolved23
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6555beb-2d87-4be3-892c-6abd77a51c18 · outbound

This paper cites A probabilistic forecast methodology for volatile electricity prices in the Australian National Electricity Market.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs A probabilistic forecast methodology for volatile electricity prices in the Australian National Electricity Market

Reference 1

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local_arxiv, observed 2026-08-07T15:10:10.557070Z

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

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Observation d37159fc-75c6-474c-a2e5-f3d3e339c583 · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 2

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

source=pdf_text observed=2026-08-07T15:10:04.765711Z digest=sha256:ad6acf8c30e761d2bcf3137db5e18e134f8eb028e5b5d64c904df37823bd3aa8

Observation 3c7054c8-d103-493f-b782-f0b9ae4bdb7b · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 3

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

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Observation 65c12b92-de95-4983-bfc0-8406b9df0dc0 · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 4

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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.

source=pdf_text observed=2026-08-07T15:10:04.983069Z digest=sha256:c01242dd9572d90d8949a5c2c72857b9a4ec3e7e9c9b4912d923826da583668c

Observation f647a731-56ab-4ff1-9d36-afe569b288b5 · outbound

This paper cites Detecting Fake News Using Machine Learning : A Systematic Literature Review.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Detecting Fake News Using Machine Learning : A Systematic Literature Review

Reference 5

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source=pdf_text observed=2026-08-07T15:10:05.098206Z digest=sha256:c426edc9020062fcf1d6ee827bf5ad4e96be5591294e42490cc2762f0a8e1bc0

Observation b358f009-ac00-4505-82bf-b2170f2d79fd · outbound

This paper cites Junqué de Fortuny, T.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Junqué de Fortuny, T

Reference 6

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

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Observation 2b9c34e5-3cfc-49a8-8acb-96172d073d4c · outbound

This paper cites TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

Reference 7

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source=pdf_text observed=2026-08-07T15:10:05.340727Z digest=sha256:9951e8ba8a1070adbace41f699670704e8de88e0c185e201e5ddd6adad62adc6

Observation 535cd484-5653-4c4f-b3d0-4762ead240a7 · outbound

This paper cites Lazarczyk.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Lazarczyk

Reference 8

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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.

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Observation c64d91e1-7fbf-4435-8cf1-8b4a1d65dc00 · outbound

This paper cites Rogmann, J.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Rogmann, J

Reference 9

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

source=pdf_text observed=2026-08-07T15:10:05.545362Z digest=sha256:6617888affb5584349f08f15474ed8609bb42df4ce89137c6a72f6cc9b41e9b1

Observation 516b8831-c7bf-4308-ad9b-e1179483da37 · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 10

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

source=pdf_text observed=2026-08-07T15:10:05.644377Z digest=sha256:fcb34304b4a4eef0a330d1fafc12ab1899eb56bbf052ac9d84d78f411a7f8ca6

Observation 5d89b6a3-a1ca-4527-b8b8-bab91512f145 · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 11

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

source=pdf_text observed=2026-08-07T15:10:05.739017Z digest=sha256:c3ebba599549916b5c5829bc0bf3c1101ab5c3cc45889c9a1086939e079da231

Observation 802068c4-4bb9-4632-80a8-49ff26f9f15c · outbound

This paper cites Mosquera-López, J.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Mosquera-López, J

Reference 12

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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.

source=pdf_text observed=2026-08-07T15:10:05.814768Z digest=sha256:08c0b5ea9a2acf8bdb4202a6183d8f6f0bb2d37fd9757f6cf9efae34a46c854d

Observation 8bd05cc9-e979-4a54-b127-ee9b03df113d · outbound

This paper cites Are Transformers Effective for Time Series Forecasting?.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Are Transformers Effective for Time Series Forecasting?

Reference 13

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source=pdf_text observed=2026-08-07T15:10:05.891135Z digest=sha256:17553e785fe2525f2e97011b1d8bb47e77309c2677a4ca66155137ee19b47071

Observation aad85d4d-b510-4f8b-91c2-cb98e27b5eb3 · outbound

This paper cites Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark

Reference 14

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source=pdf_text observed=2026-08-07T15:10:05.980050Z digest=sha256:9e2318fb4d2fe039d8c2017424880ad54422aa272baabe2d142370d787dbf3d2

Observation 48b430f5-ad50-4b21-9a53-a99d78c1167c · outbound

This paper cites Energy Price Modelling: A Comparative Evaluation of four Generations of Forecasting Methods.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Energy Price Modelling: A Comparative Evaluation of four Generations of Forecasting Methods

Reference 15

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source=pdf_text observed=2026-08-07T15:10:06.068269Z digest=sha256:18bcd3698023a9e5bef98f14231678c448caa6dee04647e6b798445a74b1f01e

Observation 57571b9a-bdf3-43e4-bc90-a0150f054018 · outbound

This paper cites Gpt4mts: prompt-based large language model for multimodal time-series forecasting.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Gpt4mts: prompt-based large language model for multimodal time-series forecasting

Reference 16

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source=pdf_text observed=2026-08-07T15:10:06.161273Z digest=sha256:1e3596c343d6c12e4807e1abfe4000b35cc69fb7a1f66fa72c13c737e99bbfb6

Observation 2319f8df-be5c-4415-b37d-64e233222bbf · outbound

This paper cites Position: What Can Large Language Models Tell Us about Time Series Analysis.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Position: What Can Large Language Models Tell Us about Time Series Analysis

Reference 17

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Observation 124b9dd5-82e6-49c5-9a75-7aa6bc0fa49a · outbound

This paper cites What Does ChatGPT Make of Historical Stock Returns? Extrapolation and Miscalibration in LLM Stock Return Forecasts.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs What Does ChatGPT Make of Historical Stock Returns? Extrapolation and Miscalibration in LLM Stock Return Forecasts

Reference 18

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source=pdf_text observed=2026-08-07T15:10:06.308420Z digest=sha256:67b2d25754b762a1ec264e69be573f5d18234c565dda3b8e6efd8e2b13e36774

Observation 28db2eb8-145d-4eec-9ffb-ecd0ad7c3f39 · outbound

This paper cites Timerag: Boosting llm time series forecasting via retrieval-augmented generation, 2024.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Timerag: Boosting llm time series forecasting via retrieval-augmented generation, 2024

Reference 19

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source=pdf_text observed=2026-08-07T15:10:06.377395Z digest=sha256:86db6a25a2323cda5e0e69edd65db3791287530ad6ba6221d04f8f55100c46ca

Observation ea5d906e-7581-4eeb-96bc-9c0aebc50f8c · outbound

This paper cites Ruibal and Mainak Mazumdar.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Ruibal and Mainak Mazumdar

Reference 20

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Observation 87535489-3e6f-4736-bc71-793e51c49555 · outbound

This paper cites Using generative pre-trained transformers (gpt) for electricity price trend forecasting in the spanish market.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Using generative pre-trained transformers (gpt) for electricity price trend forecasting in the spanish market

Reference 21

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

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Observation 8a09add7-2e77-4520-ae7a-5d650586b06e · outbound

This paper cites A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

Reference 22

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source=pdf_text observed=2026-08-07T15:10:06.678296Z digest=sha256:345e5344f0632514cf58d5d97b133a9c04f8f96621ad0414b267647292bb6b6c

Observation 0d736872-8dfa-46e6-9409-01f9b676451a · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 23

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source=pdf_text observed=2026-08-07T15:10:06.772286Z digest=sha256:9c5ef968e6b61b1ef33bd5d3fd078e361d7a4f32794696c9ea1b825d4f1bd0a7

Observation a8fe75af-7375-4c0d-8100-68b44ace6a93 · outbound

This paper cites Language Models are Few-Shot Learners.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Language Models are Few-Shot Learners

Reference 24

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source=pdf_text observed=2026-08-07T15:10:06.877103Z digest=sha256:83b7bc71780f6dcecd2e7e518aca79570e419249aa8910a85a1eecd09158a013

Observation 6eb213d3-64cc-4b07-8902-3da38733b840 · outbound

This paper cites Wattclarity: Commentary and analysis of australia’s national electricity market.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Wattclarity: Commentary and analysis of australia’s national electricity market

Reference 26

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Observation 70d5a0ad-ca1a-4349-9edc-d115e470fdfd · outbound

This paper cites National electricity market (nem).

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs National electricity market (nem)

Reference 27

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source=pdf_text observed=2026-08-07T15:10:07.127748Z digest=sha256:e9752aca5b43d063db594914829ee469ce39accb05e6261447b680395e296e44

Observation f89b7080-b502-4e18-a38e-d2bd74035a7f · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 28

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Observation e6ade82a-0c05-44eb-8c11-db1a15056a25 · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 29

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

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Observation 5458c2aa-9886-42da-afd3-f2b049ffcf26 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 30

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source=pdf_text observed=2026-08-07T15:10:07.387531Z digest=sha256:8ce7338ad4745ba2e26863386bd8e26db9b264217e71022b7e504ce4c1e8018e

Observation 93eabce1-5acf-4915-939e-113ef829704b · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 31

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

source=pdf_text observed=2026-08-07T15:10:07.455030Z digest=sha256:22f004e3fda924e262b733b941ded3eca4c115fcc695ddcc38f22b0885606a52

Observation b6bafbec-71ed-4619-9ab8-01b204ed6f39 · outbound

This paper cites Bégin, F.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Bégin, F

Reference 32

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raw_fallback, observed 2026-08-07T15:10:15.384153Z

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.

source=pdf_text observed=2026-08-07T15:10:07.533036Z digest=sha256:ce481417e5a6de2c37c5d23bdcfab8e266a14f2234c4d8dd03b08970de92bdcd

Observation b38e8541-9e4c-49ac-9c2a-5bde4b68618c · outbound

This paper cites Gpt-4o technical report.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Gpt-4o technical report

Reference 33

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raw_fallback, observed 2026-08-07T15:10:15.219897Z

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.

source=pdf_text observed=2026-08-07T15:10:07.620451Z digest=sha256:af02fc0ffe8926e2437f37d1791051728e7d2dd75c26a69c7d9adf630569a6eb

Observation a83ff458-f8a1-42a8-9c1d-a9ab6094ec06 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 34

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source=pdf_text observed=2026-08-07T15:10:07.709510Z digest=sha256:2d6552a01964591f8f8bb6c06ab5554ff75a851273ccb0cc2a895ce00fdba4b5

Observation cc19d72e-b975-4f9f-945e-52cb83067513 · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 35

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

source=pdf_text observed=2026-08-07T15:10:07.781568Z digest=sha256:2bdd7e67719ba1eb7a998a7f50ec813f42000d7766621520986ecb974ccc2c83

Observation 67f15ede-ff03-4935-abb5-2655c4e84a7c · outbound

This paper cites prompt":.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs prompt":

Reference 36

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malformed identifier
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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.

source=pdf_text observed=2026-08-07T15:10:07.868098Z digest=sha256:52ff360de5b78d85d9e052069f192974938995efe766d39ceefaa06198cfb7b5

Observation 82f4e827-bcdf-401f-8f49-82076c563106 · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:14.590118Z

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.

source=pdf_text observed=2026-08-07T15:10:07.976322Z digest=sha256:9e11cff12b3b5e98624a44e83fee7e3d571fa2d1e151906a3ee9f3f0957354b1

Observation 90999d76-9b51-4143-bd46-192c865b77a8 · outbound

This paper cites Limitations.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Limitations

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:14.395457Z

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.

source=pdf_text observed=2026-08-07T15:10:08.064838Z digest=sha256:5a10e6f89cba5d4b57bfc7248544947727670a52cce9c36d528771642a1533ea

Observation 56d5b89a-0fa1-4436-ba0b-e02bef22eb34 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:14.195105Z

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.

source=pdf_text observed=2026-08-07T15:10:08.177027Z digest=sha256:99238bfc0aaa6dd82e49e4fd89db32587d08b0256107bbac49fa4e6a8e687fbe

Observation cb0cd7e6-c7fa-4c7d-bde0-4fbe342acf3f · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that the paper does not include experiments

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:14.022961Z

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.

source=pdf_text observed=2026-08-07T15:10:08.281533Z digest=sha256:b2e9cf76e901ce198715e060a43a146dab0d67148e53372ec666a3af7bc6d014

Observation 3df4c60d-efa9-4500-a2cb-0806916b85e6 · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:13.728864Z

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.

source=pdf_text observed=2026-08-07T15:10:08.396030Z digest=sha256:a5d415f61e3c49a05bf775dc49217a3d497d24819ed6b93840ce063cedce4217

Observation 4cda5bd0-c57b-42bd-b9f9-dfbcca4868e4 · outbound

This paper cites • The experimental setting should be presented in the core of the paper to a level of detail that is necessary to appreciate the results and make sense of them.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs • The experimental setting should be presented in the core of the paper to a level of detail that is necessary to appreciate the results and make sense of them

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:13.471292Z

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.

source=pdf_text observed=2026-08-07T15:10:08.510644Z digest=sha256:9dc934a7866cfd1774c8e42afb1ff23c2cb0c10a38c81999a3d1ec7eb477b7f9

Observation 95ad6811-1d70-40ee-885b-536f3792b1fb · outbound

This paper cites an unresolved cited work.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:10:13.252454Z

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.

source=pdf_text observed=2026-08-07T15:10:08.626993Z digest=sha256:1721a8d1dda22a5b53be460f800e26da728116d4e61dec2c47e1c520eeb7ffd4

Observation 8d5069c9-8a4c-44d5-9765-c1046a959de9 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that the paper does not include experiments

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:12.961913Z

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.

source=pdf_text observed=2026-08-07T15:10:08.731500Z digest=sha256:8286e26ca9b4ebfb086dacfd83719466020394a33446e52eeef510624f84e3b3

Observation c18cd3cc-1ec8-4e82-8a4c-6b47782e4c55 · outbound

This paper cites • If the authors answer No, they should explain the special circumstances that require a deviation from the Code of Ethics.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs • If the authors answer No, they should explain the special circumstances that require a deviation from the Code of Ethics

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:12.697352Z

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.

source=pdf_text observed=2026-08-07T15:10:08.846859Z digest=sha256:37c04dddfd20c9385dbe32519edf95e1d15fcba075206bc1e2bc9691b6531f31

Observation 552cc41d-e761-4150-aa3e-ade3876d7f16 · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:12.588778Z

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.

source=pdf_text observed=2026-08-07T15:10:08.955349Z digest=sha256:0f4bd3344bab0db49feaa82a274668acb7d3009ab1a2981b3caf67afc4364200

Observation c50dc845-d037-4e87-a538-0e0e04189910 · outbound

This paper cites Guidelines: 27 • The answer NA means that the paper poses no such risks.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: 27 • The answer NA means that the paper poses no such risks

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:12.352195Z

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.

source=pdf_text observed=2026-08-07T15:10:09.021952Z digest=sha256:b30d4908ce2bcbf2305b3dca42603b0982a05de18fa90faf33d2a0d3663f8890

Observation 974f7271-ede8-4a12-a594-04f116a3347c · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that the paper does not use existing assets

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:12.109658Z

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.

source=pdf_text observed=2026-08-07T15:10:09.121987Z digest=sha256:d8e0cc950a9f00d73e45754f4bd10bda00c86a280236dfbbc266081d4ee57325

Observation 0706acf1-18a3-4d25-bc14-515fd66d735c · outbound

This paper cites The newly generated dataset is provided via an anonymized URL in Appendix ??.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs The newly generated dataset is provided via an anonymized URL in Appendix ??

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:11.756797Z

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.

source=pdf_text observed=2026-08-07T15:10:09.230610Z digest=sha256:5caf09f74a97f81a343af37118ff2e886fffac634aaf748fda0f3800f7c44c0f

Observation 8d3362fb-2034-426d-8776-e434993aadc2 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:11.389069Z

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.

source=pdf_text observed=2026-08-07T15:10:09.318893Z digest=sha256:b7e38abfd5fb487fe62cff57c4684f8b24648559e50d7cf1b48c01bb41f9d88c

Observation 4543814d-5a99-4ad9-b0fe-9467d23a5711 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:11.168637Z

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.

source=pdf_text observed=2026-08-07T15:10:09.425712Z digest=sha256:4374ca4e3e18ca4e1e52e12b9e8710d1427d94f986f0ffe396f113552cc1c179

Observation 6094cf84-433e-4036-aa69-b049d7bef579 · outbound

This paper cites Answer: [NA] Justification: The core method development in this paper does not involve LLMs as any important, original, or non-standard components.

NSW-EPNews: A News-Augmented Benchmark for Electricity Price Forecasting with LLMs Answer: [NA] Justification: The core method development in this paper does not involve LLMs as any important, original, or non-standard components

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:10:10.866009Z

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.

source=pdf_text observed=2026-08-07T15:10:09.556045Z digest=sha256:17493801d628f69fa92dbfedf41e828dbd461181a97946d56ef49eb892996760

Pith citing papers

No inbound Pith citation observations are available.