Triple

T13857796
Position Surface form Disambiguated ID Type / Status
Subject Energy Independence and Security Act of 2007 E333108 entity
Predicate containsTitle P3254 FINISHED
Object Title VI – Accelerated Research and Development
Title VI – Accelerated Research and Development is a section of U.S. energy legislation that promotes faster innovation and deployment of advanced energy technologies to enhance national energy security and efficiency.
E1066954 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 VI – Accelerated Research and Development | Statement: [Energy Independence and Security Act of 2007, containsTitle, Title VI – Accelerated Research and Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VI – Accelerated Research and Development
Context triple: [Energy Independence and Security Act of 2007, containsTitle, Title VI – Accelerated Research and Development]
  • A. National Science and Technology Policy, Organization, and Priorities Act of 1976
    The National Science and Technology Policy, Organization, and Priorities Act of 1976 is a U.S. federal law that established a coordinated national framework for science and technology policy and created the White House Office of Science and Technology Policy.
  • B. Title VI – Flexibility and Accountability
    Title VI – Flexibility and Accountability is a section of U.S. federal education law that focuses on granting states and school districts greater flexibility in the use of federal funds while holding them accountable for improving student academic achievement.
  • C. Title VI – Nuclear Matters
    Title VI – Nuclear Matters is a section of the Energy Policy Act of 2005 that establishes policies and programs related to nuclear energy development, regulation, and security in the United States.
  • D. Title IX – Improved Intelligence
    Title IX – Improved Intelligence is a section of the USA PATRIOT Act that expanded and restructured U.S. intelligence-gathering and information-sharing authorities to enhance national security and counterterrorism efforts.
  • E. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • 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 VI – Accelerated Research and Development
Triple: [Energy Independence and Security Act of 2007, containsTitle, Title VI – Accelerated Research and Development]
Generated description
Title VI – Accelerated Research and Development is a section of U.S. energy legislation that promotes faster innovation and deployment of advanced energy technologies to enhance national energy security and efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VI – Accelerated Research and Development
Target entity description: Title VI – Accelerated Research and Development is a section of U.S. energy legislation that promotes faster innovation and deployment of advanced energy technologies to enhance national energy security and efficiency.
  • A. National Science and Technology Policy, Organization, and Priorities Act of 1976
    The National Science and Technology Policy, Organization, and Priorities Act of 1976 is a U.S. federal law that established a coordinated national framework for science and technology policy and created the White House Office of Science and Technology Policy.
  • B. Title VI – Flexibility and Accountability
    Title VI – Flexibility and Accountability is a section of U.S. federal education law that focuses on granting states and school districts greater flexibility in the use of federal funds while holding them accountable for improving student academic achievement.
  • C. Title VI – Nuclear Matters
    Title VI – Nuclear Matters is a section of the Energy Policy Act of 2005 that establishes policies and programs related to nuclear energy development, regulation, and security in the United States.
  • D. Title IX – Improved Intelligence
    Title IX – Improved Intelligence is a section of the USA PATRIOT Act that expanded and restructured U.S. intelligence-gathering and information-sharing authorities to enhance national security and counterterrorism efforts.
  • E. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • 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.