ElectricityIncreaseInPredictionWithDistractorText

Seed 1

This is the electricity consumption recorded in Kilowatt (kW) in city A.

Suppose that there is a heat wave in city A from 2013-05-28 12:00:00 for 2 hours, leading to excessive use of air conditioning, and 4 times the usual electricity being consumed. A brief technical issue in the electricity grid caused a major dip of 75% in electricity consumption 2 weeks ago. This issue is not expected to happen again this week.

Types of context: ['Covariate information', 'Future information']

Capabilities: ['Instruction Following', 'Retrieval: Context']


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Seed 2

This is the electricity consumption recorded in Kilowatt (kW) in city A.

Suppose that there is a heat wave in city A from 2012-10-09 18:00:00 for 3 hours, leading to excessive use of air conditioning, and 5 times the usual electricity being consumed. Historically, over the past 3 years, there have been patterns of increased electricity usage due to extreme cold weather in city A in the month of 10, decreasing electricity consumption by 11 times the usual electricity being consumed there. But this year, the cold wave is not expected to happen.

Types of context: ['Covariate information', 'Future information']

Capabilities: ['Instruction Following', 'Retrieval: Context']


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Seed 3

This is the electricity consumption recorded in Kilowatt (kW) in city A.

Suppose that there is a heat wave in city A from 2013-10-03 12:00:00 for 1 hour, leading to excessive use of air conditioning, and 4 times the usual electricity being consumed. A brief technical issue in the electricity grid caused a major dip of 85% in electricity consumption 2 weeks ago. This issue is not expected to happen again this week.

Types of context: ['Covariate information', 'Future information']

Capabilities: ['Instruction Following', 'Retrieval: Context']


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Seed 4

This is the electricity consumption recorded in Kilowatt (kW) in city A.

Suppose that there is a heat wave in city A from 2013-12-19 00:00:00 for 1 hour, leading to excessive use of air conditioning, and 3 times the usual electricity being consumed. A brief technical issue in the electricity grid caused a major dip of 85% in electricity consumption 2 weeks ago. This issue is not expected to happen again this week.

Types of context: ['Covariate information', 'Future information']

Capabilities: ['Instruction Following', 'Retrieval: Context']


Figure

Seed 5

This is the electricity consumption recorded in Kilowatt (kW) in city A.

Suppose that there is a heat wave in city A from 2012-05-13 16:00:00 for 2 hours, leading to excessive use of air conditioning, and 3 times the usual electricity being consumed. There was a festival in neighbouring cities B and C that resulted in 6 times the usual electricity being consumed there. But this did not affect electricity consumption in city A.

Types of context: ['Covariate information', 'Future information']

Capabilities: ['Instruction Following', 'Retrieval: Context']


Figure