Triple

T5324649
Position Surface form Disambiguated ID Type / Status
Subject Agriculture Improvement Act of 2018 E121756 entity
Predicate includesTitle P3254 FINISHED
Object 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.
E511878 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 IX – Energy | Statement: [Agriculture Improvement Act of 2018, includesTitle, Title IX – Energy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IX – Energy
Context triple: [Agriculture Improvement Act of 2018, includesTitle, Title IX – Energy]
  • A. Title X – Department of Energy Management
    Title X – Department of Energy Management is a section of the Energy Policy Act of 2005 that restructures and guides the management, organization, and administrative functions of the U.S. Department of Energy.
  • B. Energy Policy and Conservation Act
    The Energy Policy and Conservation Act is a U.S. federal law that establishes national energy conservation programs, including fuel economy standards and strategic petroleum reserves, to promote energy efficiency and security.
  • C. Department of Energy Organization Act
    The Department of Energy Organization Act is the 1977 U.S. federal law that created the Department of Energy by consolidating various energy-related agencies and functions into a single cabinet-level department.
  • D. Energy Reorganization Act of 1974
    The Energy Reorganization Act of 1974 is a U.S. federal law that restructured the nation’s nuclear energy program, notably splitting regulatory and promotional functions and creating the Nuclear Regulatory Commission.
  • E. Title II – Renewable Energy
    Title II – Renewable Energy is a section of the U.S. Energy Policy Act of 2005 that establishes incentives, programs, and standards to promote the development and use of renewable energy sources.
  • 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 IX – Energy
Triple: [Agriculture Improvement Act of 2018, includesTitle, Title IX – Energy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IX – Energy
Target entity description: 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.
  • A. Title X – Department of Energy Management
    Title X – Department of Energy Management is a section of the Energy Policy Act of 2005 that restructures and guides the management, organization, and administrative functions of the U.S. Department of Energy.
  • B. Energy Policy and Conservation Act
    The Energy Policy and Conservation Act is a U.S. federal law that establishes national energy conservation programs, including fuel economy standards and strategic petroleum reserves, to promote energy efficiency and security.
  • C. Department of Energy Organization Act
    The Department of Energy Organization Act is the 1977 U.S. federal law that created the Department of Energy by consolidating various energy-related agencies and functions into a single cabinet-level department.
  • D. Energy Reorganization Act of 1974
    The Energy Reorganization Act of 1974 is a U.S. federal law that restructured the nation’s nuclear energy program, notably splitting regulatory and promotional functions and creating the Nuclear Regulatory Commission.
  • E. Title II – Renewable Energy
    Title II – Renewable Energy is a section of the U.S. Energy Policy Act of 2005 that establishes incentives, programs, and standards to promote the development and use of renewable energy sources.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.