Triple

T13857794
Position Surface form Disambiguated ID Type / Status
Subject Energy Independence and Security Act of 2007 E333108 entity
Predicate containsTitle P3254 FINISHED
Object Title IV – Energy Savings in Buildings and Industry
Title IV – Energy Savings in Buildings and Industry is a section of the Energy Independence and Security Act of 2007 that establishes programs and standards to improve energy efficiency in U.S. buildings and industrial facilities.
E1066952 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 IV – Energy Savings in Buildings and Industry | Statement: [Energy Independence and Security Act of 2007, containsTitle, Title IV – Energy Savings in Buildings and Industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – Energy Savings in Buildings and Industry
Context triple: [Energy Independence and Security Act of 2007, containsTitle, Title IV – Energy Savings in Buildings and Industry]
  • A. Energy Star for Buildings
    Energy Star for Buildings is a U.S. Environmental Protection Agency initiative that rates and certifies commercial and institutional buildings for superior energy efficiency and environmental performance.
  • B. Appliance Efficiency Regulations (Title 20)
    Appliance Efficiency Regulations (Title 20) are California’s statewide standards that set minimum energy and water efficiency requirements for appliances sold or offered for sale in the state.
  • C. Energy Efficiency in Buildings initiative
    The Energy Efficiency in Buildings initiative is a program focused on reducing energy consumption and carbon emissions in the built environment through improved building design, retrofits, and operational practices.
  • 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. Division B – Energy Improvement and Extension Act of 2008
    Division B – Energy Improvement and Extension Act of 2008 is a major U.S. federal law component that expanded and extended tax incentives and other measures to promote renewable energy, energy efficiency, and clean technology development.
  • 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 IV – Energy Savings in Buildings and Industry
Triple: [Energy Independence and Security Act of 2007, containsTitle, Title IV – Energy Savings in Buildings and Industry]
Generated description
Title IV – Energy Savings in Buildings and Industry is a section of the Energy Independence and Security Act of 2007 that establishes programs and standards to improve energy efficiency in U.S. buildings and industrial facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – Energy Savings in Buildings and Industry
Target entity description: Title IV – Energy Savings in Buildings and Industry is a section of the Energy Independence and Security Act of 2007 that establishes programs and standards to improve energy efficiency in U.S. buildings and industrial facilities.
  • A. Energy Star for Buildings
    Energy Star for Buildings is a U.S. Environmental Protection Agency initiative that rates and certifies commercial and institutional buildings for superior energy efficiency and environmental performance.
  • B. Appliance Efficiency Regulations (Title 20)
    Appliance Efficiency Regulations (Title 20) are California’s statewide standards that set minimum energy and water efficiency requirements for appliances sold or offered for sale in the state.
  • C. Energy Efficiency in Buildings initiative
    The Energy Efficiency in Buildings initiative is a program focused on reducing energy consumption and carbon emissions in the built environment through improved building design, retrofits, and operational practices.
  • 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. Division B – Energy Improvement and Extension Act of 2008
    Division B – Energy Improvement and Extension Act of 2008 is a major U.S. federal law component that expanded and extended tax incentives and other measures to promote renewable energy, energy efficiency, and clean technology development.
  • 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.