Triple

T13857801
Position Surface form Disambiguated ID Type / Status
Subject Energy Independence and Security Act of 2007 E333108 entity
Predicate containsTitle P3254 FINISHED
Object Title XI – Energy Transportation and Infrastructure
Title XI – Energy Transportation and Infrastructure is a section of the Energy Independence and Security Act of 2007 that focuses on improving and regulating the systems and facilities used to transport and distribute energy resources across the United States.
E1066957 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 XI – Energy Transportation and Infrastructure | Statement: [Energy Independence and Security Act of 2007, containsTitle, Title XI – Energy Transportation and Infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title XI – Energy Transportation and Infrastructure
Context triple: [Energy Independence and Security Act of 2007, containsTitle, Title XI – Energy Transportation and Infrastructure]
  • A. 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.
  • B. infrastructure and energy division
    The infrastructure and energy division is a specialized unit responsible for formulating, coordinating, and monitoring policies and projects related to infrastructure development and the energy sector.
  • C. Title XII – Electricity
    Title XII – Electricity is a section of the U.S. Energy Policy Act of 2005 that establishes major federal policies and regulatory frameworks for the nation’s electric power sector, including reliability standards, grid modernization, and incentives for infrastructure and technology development.
  • D. Nationally Significant Infrastructure Projects
    Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
  • E. Alternative Fuels Infrastructure Regulation
    The Alternative Fuels Infrastructure Regulation is an EU law that sets binding requirements for the rollout of electric vehicle charging and other alternative fuel refuelling infrastructure across member states to support the transition to low-emission transport.
  • 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 XI – Energy Transportation and Infrastructure
Triple: [Energy Independence and Security Act of 2007, containsTitle, Title XI – Energy Transportation and Infrastructure]
Generated description
Title XI – Energy Transportation and Infrastructure is a section of the Energy Independence and Security Act of 2007 that focuses on improving and regulating the systems and facilities used to transport and distribute energy resources across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title XI – Energy Transportation and Infrastructure
Target entity description: Title XI – Energy Transportation and Infrastructure is a section of the Energy Independence and Security Act of 2007 that focuses on improving and regulating the systems and facilities used to transport and distribute energy resources across the United States.
  • A. 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.
  • B. infrastructure and energy division
    The infrastructure and energy division is a specialized unit responsible for formulating, coordinating, and monitoring policies and projects related to infrastructure development and the energy sector.
  • C. Title XII – Electricity
    Title XII – Electricity is a section of the U.S. Energy Policy Act of 2005 that establishes major federal policies and regulatory frameworks for the nation’s electric power sector, including reliability standards, grid modernization, and incentives for infrastructure and technology development.
  • D. Nationally Significant Infrastructure Projects
    Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
  • E. Alternative Fuels Infrastructure Regulation
    The Alternative Fuels Infrastructure Regulation is an EU law that sets binding requirements for the rollout of electric vehicle charging and other alternative fuel refuelling infrastructure across member states to support the transition to low-emission transport.
  • 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_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.