Triple

T667399
Position Surface form Disambiguated ID Type / Status
Subject Energy Policy Act of 2005 E12894 entity
Predicate title P38 FINISHED
Object 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.
E82705 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 VII – Vehicles and Fuels | Statement: [Energy Policy Act of 2005, title, Title VII – Vehicles and Fuels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII – Vehicles and Fuels
Context triple: [Energy Policy Act of 2005, title, Title VII – Vehicles and Fuels]
  • A. Clean Trucks Program
    The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
  • B. Magnuson–Moss Warranty Act provisions
    The Magnuson–Moss Warranty Act provisions are U.S. federal consumer protection rules that govern written warranties on consumer products, requiring clear disclosure of warranty terms and providing remedies for consumers when warranties are breached.
  • C. World Forum for Harmonization of Vehicle Regulations
    The World Forum for Harmonization of Vehicle Regulations is a United Nations working party that develops and updates international technical standards to ensure the safety, environmental performance, and interoperability of motor vehicles and their equipment.
  • D. Title V – Permits
    Title V – Permits is the Clean Air Act’s operating permit program that consolidates all applicable air pollution control requirements for major stationary sources into a single, comprehensive, federally enforceable permit.
  • E. Division of Energy and Fuels
    The Division of Energy and Fuels is a technical division of the American Chemical Society that focuses on the chemistry, science, and technology of energy sources and fuel materials.
  • 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 VII – Vehicles and Fuels
Triple: [Energy Policy Act of 2005, title, Title VII – Vehicles and Fuels]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII – Vehicles and Fuels
Target entity description: 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.
  • A. Clean Trucks Program
    The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
  • B. Magnuson–Moss Warranty Act provisions
    The Magnuson–Moss Warranty Act provisions are U.S. federal consumer protection rules that govern written warranties on consumer products, requiring clear disclosure of warranty terms and providing remedies for consumers when warranties are breached.
  • C. World Forum for Harmonization of Vehicle Regulations
    The World Forum for Harmonization of Vehicle Regulations is a United Nations working party that develops and updates international technical standards to ensure the safety, environmental performance, and interoperability of motor vehicles and their equipment.
  • D. Title V – Permits
    Title V – Permits is the Clean Air Act’s operating permit program that consolidates all applicable air pollution control requirements for major stationary sources into a single, comprehensive, federally enforceable permit.
  • E. Division of Energy and Fuels
    The Division of Energy and Fuels is a technical division of the American Chemical Society that focuses on the chemistry, science, and technology of energy sources and fuel materials.
  • F. None of above. chosen

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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49ff7ca788190bef58ce46849b9d0 completed March 1, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c39d11508190a3bd0f118d122e1a completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c486463c8190905f9b0cbc0ba053 completed March 2, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce6be0b081909067962eef2ba7a2 completed March 2, 2026, 5:52 p.m.
Created at: March 1, 2026, 7:36 p.m.