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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:04.765711Z digest=sha256:93c3fe54944d1d8dfa5cd45925552504ca7844a91e35cebb5097cf5b7038b166

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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

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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=sha256:26d16bed4977e4b68657bd507c6555be032701d5fee29bb4779e3658876909a8

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 2026-08-18T06:34:40.430872+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:eb664279f78b5f4e6a9d2ce5759e868937d90b8d1be6a5606235822bbe047555

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 2026-08-18T06:34:40.430872+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:05.545362Z digest=sha256:e93301415d1de4be7903240ed58429baef7e7a99e44ea7ef1c8b37c90dd0fd69

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:05.644377Z digest=sha256:5586347a3e339b3bf7a623ba624d2bd01c18be4d7b96b03ebc2335598fb2bb56

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:05.739017Z digest=sha256:311f5afdc7f2d0a53d6efbf5e8ea88cccafcdda09ee85033108ac3d049f2b5a2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:05.814768Z digest=sha256:545fb0e1e7f450e1efc603211f330a069cd0c3e0975c1886cab82b1d485b424e

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=sha256:978389af1049241ad8ef59ba3d3643273c155b953bc9d98ad916350162b43d23

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:f8ba8d85882ca62cc5e6e3d80973faa00de56502dad058fcc79311e5e75ea8f0

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:a12d49ed3ff48ffd1f3c56f09f58a9ddeac7ce89d57b8a10d10cc9f949fe98f4

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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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:ef80e739ca26aa896398ba912039fcdd7edb6ac1cd9a42acd0925afa0497c735

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=sha256:1103bf7fd01c507b5cc0af1dcecb5cc535f165609513e9f50c92c1ac6c443e30

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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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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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 2026-08-18T06:34:40.430872+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=sha256:0fc38e4f60fbe6a0a9d7c038d3770419b65c02e9d6d9c8ed88d88660a698b1ef

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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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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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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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 2026-08-18T06:34:40.430872+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=sha256:3a8771067eb1642e8a46ca7dcbb6c92d41f5e687007b68039a128c442baea3f7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:07.455030Z digest=sha256:dfd8fcf0d06ed2862e2e9dc8986661e149856e68aab31eaf4d952c6f7b5391ca

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

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:07.533036Z digest=sha256:ae3c53af32ecc6b1ccce1ab051a51dfe4297597af22acc67a67b5ae9f25da394

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:07.620451Z digest=sha256:f0a8e756e0fd253f39e2bd14ba69708cec808b539829f4c76349fd48da02da19

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:b2139620a4409b44f36e0ef004af25e1f5c639bca171eea3661e5a7345084553

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:07.781568Z digest=sha256:1f7a3eb9d93b8942b9ab98162659ecde259b1c74d967e5ff106060630fd1d797

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
raw_fallback, observed 2026-08-07T15:10:14.801419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:07.868098Z digest=sha256:df0230cd938f44a79989150c9d75c0ec52c6e79d48766375e281fe72232590b5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:07.976322Z digest=sha256:33e532af28be04b9d6054c2092f4b8fa4a20c7d12e8b163b15feb1456753aace

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.064838Z digest=sha256:84ef94a9ff865e1e4f9718526d6c94aef600a0ac5cf95a56ec08dc8c937725eb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.177027Z digest=sha256:58f86addf89a80550122adc7f36c6a104f151b4180545fb359c624a944ac966e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.281533Z digest=sha256:3839923d185b155a00ed6bc85a880fe970fc874c27381ada56ee9fb21b34d153

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.396030Z digest=sha256:7405d7f4a365d59d941249dd99c31a61500b2a71f8e83a15dfec7bf81ec1af0a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.510644Z digest=sha256:4e55829674fee04fcd27b899dbd0bc1584352c687ae026905ba5a9f42b8bfe31

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.626993Z digest=sha256:0fd7c15d0256c00ac047ffc29e6683b06fde962ac77c7e238477f52fac9ff523

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.731500Z digest=sha256:2edc45f3f15c944b2eda856f60a8015a11bca33d30f41565a705cff9e33bb49a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.846859Z digest=sha256:e58e9aa58918a29488509ec1da005588364daac7b43be42eb4c5786eb001fa62

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:08.955349Z digest=sha256:52431518706d546c60ad7bcc27aad77de1de547dea7a653f693e7dd44be8dcdd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:09.021952Z digest=sha256:8b5739baba29f243288b3314f69bbdc92eb9993a712c36a892431795fb38b9c4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:09.121987Z digest=sha256:22dbe03d2889a664c6e4fd20bf3fd0abc9097e8a3131c0cc936ed5fdb4a9b788

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:09.230610Z digest=sha256:37a43467d1ff764f51af58801fc705c60410ddedc3b5565f7d7dd9650532005b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:09.318893Z digest=sha256:bf0d25e540149e7de2abbeab1444b2abe56101550bcf2614049613bff44c8387

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:09.425712Z digest=sha256:4725a5722ca4007221ba1def50fae8340d5178c1db8853dbb08ae443eb4a4da9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:10:09.556045Z digest=sha256:f368cb9000a9e3b7f063a9682ae5b185cd6eec73329ba4dcccf9ea801168982a

Pith citing papers

No inbound Pith citation observations are available.