Triple

T20750135
Position Surface form Disambiguated ID Type / Status
Subject Farm Security and Rural Investment Act of 2002 E510692 entity
Predicate authorizesProgram P77237 FINISHED
Object Renewable Energy Systems and Energy Efficiency Improvements Program
The Renewable Energy Systems and Energy Efficiency Improvements Program is a U.S. Department of Agriculture initiative that provides financial assistance to rural small businesses and agricultural producers to install renewable energy systems and improve energy efficiency.
E1449234 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: Renewable Energy Systems and Energy Efficiency Improvements Program | Statement: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Renewable Energy Systems and Energy Efficiency Improvements Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Renewable Energy Systems and Energy Efficiency Improvements Program
Context triple: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Renewable Energy Systems and Energy Efficiency Improvements Program]
  • A. Center for Renewable Energy and Energy Efficiency
    The Center for Renewable Energy and Energy Efficiency is a research and development institute focused on advancing sustainable energy technologies and improving energy efficiency practices in Palestine.
  • B. 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.
  • C. Power Smart energy efficiency program
    Power Smart is BC Hydro’s flagship energy efficiency program that helps customers reduce electricity consumption through incentives, rebates, and conservation initiatives.
  • D. Low-Carbon Energy Centers
    Low-Carbon Energy Centers are specialized MIT Energy Initiative research hubs focused on advancing technologies and strategies to reduce greenhouse gas emissions across key sectors of the energy system.
  • E. Office of Renewable Energy Programs
    The Office of Renewable Energy Programs is a division within the U.S. Bureau of Ocean Energy Management responsible for overseeing and managing offshore renewable energy development, such as wind, wave, and ocean current projects, on the Outer Continental Shelf.
  • 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: Renewable Energy Systems and Energy Efficiency Improvements Program
Triple: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Renewable Energy Systems and Energy Efficiency Improvements Program]
Generated description
The Renewable Energy Systems and Energy Efficiency Improvements Program is a U.S. Department of Agriculture initiative that provides financial assistance to rural small businesses and agricultural producers to install renewable energy systems and improve energy efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Renewable Energy Systems and Energy Efficiency Improvements Program
Target entity description: The Renewable Energy Systems and Energy Efficiency Improvements Program is a U.S. Department of Agriculture initiative that provides financial assistance to rural small businesses and agricultural producers to install renewable energy systems and improve energy efficiency.
  • A. Center for Renewable Energy and Energy Efficiency
    The Center for Renewable Energy and Energy Efficiency is a research and development institute focused on advancing sustainable energy technologies and improving energy efficiency practices in Palestine.
  • B. 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.
  • C. Power Smart energy efficiency program
    Power Smart is BC Hydro’s flagship energy efficiency program that helps customers reduce electricity consumption through incentives, rebates, and conservation initiatives.
  • D. Low-Carbon Energy Centers
    Low-Carbon Energy Centers are specialized MIT Energy Initiative research hubs focused on advancing technologies and strategies to reduce greenhouse gas emissions across key sectors of the energy system.
  • E. Office of Renewable Energy Programs
    The Office of Renewable Energy Programs is a division within the U.S. Bureau of Ocean Energy Management responsible for overseeing and managing offshore renewable energy development, such as wind, wave, and ocean current projects, on the Outer Continental Shelf.
  • 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c229913081908eadf716195071de completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84489c481908fa6ecbd9bae07d1 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e974acc08190b6d306e2d6385dd8 completed May 16, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_6a08ead93acc81908f81b70cf9ce0683 completed May 16, 2026, 10:08 p.m.
Created at: April 16, 2026, 12:34 p.m.