Triple

T13857791
Position Surface form Disambiguated ID Type / Status
Subject Energy Independence and Security Act of 2007 E333108 entity
Predicate containsTitle P3254 FINISHED
Object Title I – Energy Security Through Improved Vehicle Fuel Economy
Title I – Energy Security Through Improved Vehicle Fuel Economy is a section of U.S. federal law that strengthens national energy security by setting and enhancing fuel economy standards for motor vehicles.
E409143 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Title I – Energy Security Through Improved Vehicle Fuel Economy | Statement: [Energy Independence and Security Act of 2007, containsTitle, Title I – Energy Security Through Improved Vehicle Fuel Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title I – Energy Security Through Improved Vehicle Fuel Economy
Context triple: [Energy Independence and Security Act of 2007, containsTitle, Title I – Energy Security Through Improved Vehicle Fuel Economy]
  • A. Title VII – Vehicles and Fuels
    Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
  • B. Low Carbon Fuel Standard
    The Low Carbon Fuel Standard is a California regulatory program that reduces greenhouse gas emissions from transportation fuels by requiring fuel producers to lower the carbon intensity of their products over time.
  • C. Corporate Average Fuel Economy program
    The Corporate Average Fuel Economy program is a U.S. regulatory scheme that sets mandatory fuel-efficiency standards for automakers’ vehicle fleets to reduce energy consumption and emissions.
  • D. Title IX – Energy
    Title IX – Energy is the section of the 2018 U.S. Farm Bill that governs federal agricultural energy programs, including support for bioenergy, renewable energy, and energy efficiency in rural and farm-related contexts.
  • E. CO2 emission performance standards for cars and vans revision
    The CO2 emission performance standards for cars and vans revision is an EU legislative measure that tightens vehicle emissions limits to accelerate the transition to zero- and low-emission road transport as part of the broader climate policy framework.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Title I – Energy Security Through Improved Vehicle Fuel Economy
Triple: [Energy Independence and Security Act of 2007, containsTitle, Title I – Energy Security Through Improved Vehicle Fuel Economy]
Generated description
Title I – Energy Security Through Improved Vehicle Fuel Economy is a section of U.S. federal law that strengthens national energy security by setting and enhancing fuel economy standards for motor vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title I – Energy Security Through Improved Vehicle Fuel Economy
Target entity description: Title I – Energy Security Through Improved Vehicle Fuel Economy is a section of U.S. federal law that strengthens national energy security by setting and enhancing fuel economy standards for motor vehicles.
  • A. Title VII – Vehicles and Fuels
    Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
  • B. Low Carbon Fuel Standard
    The Low Carbon Fuel Standard is a California regulatory program that reduces greenhouse gas emissions from transportation fuels by requiring fuel producers to lower the carbon intensity of their products over time.
  • C. Corporate Average Fuel Economy program chosen
    The Corporate Average Fuel Economy program is a U.S. regulatory scheme that sets mandatory fuel-efficiency standards for automakers’ vehicle fleets to reduce energy consumption and emissions.
  • D. Title IX – Energy
    Title IX – Energy is the section of the 2018 U.S. Farm Bill that governs federal agricultural energy programs, including support for bioenergy, renewable energy, and energy efficiency in rural and farm-related contexts.
  • E. CO2 emission performance standards for cars and vans revision
    The CO2 emission performance standards for cars and vans revision is an EU legislative measure that tightens vehicle emissions limits to accelerate the transition to zero- and low-emission road transport as part of the broader climate policy framework.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02dc9f488190b7181dcb7e304632 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fb7c3c819081fc6f89aa17d6af completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 p.m.
Created at: April 9, 2026, 10:14 p.m.