Triple

T12139670
Position Surface form Disambiguated ID Type / Status
Subject Public Law 115-91 E289149 entity
Predicate appliesTo P1129 FINISHED
Object Department of Energy national security programs
Department of Energy national security programs are U.S. federal initiatives within the Department of Energy that focus on nuclear security, nonproliferation, and related defense activities.
E47603 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: Department of Energy national security programs | Statement: [Public Law 115-91, appliesTo, Department of Energy national security programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Energy national security programs
Context triple: [Public Law 115-91, appliesTo, Department of Energy national security programs]
  • A. Department of Energy nuclear contractors
    Department of Energy nuclear contractors are private companies and organizations that design, build, operate, or manage U.S. government-owned nuclear facilities and activities under contract with the Department of Energy.
  • B. United States Department of Energy national laboratory system
    The United States Department of Energy national laboratory system is a network of federally funded research institutions that conduct advanced scientific, energy, and national security research on behalf of the U.S. government.
  • C. Office of Nuclear Energy
    The Office of Nuclear Energy is a division of the U.S. Department of Energy responsible for advancing nuclear power technologies, policy, and research to support the nation’s energy needs.
  • D. United States nuclear energy program
    The United States nuclear energy program is the national effort encompassing research, development, regulation, and deployment of civilian and military nuclear technologies, including power generation, fuel cycles, and reactor innovation.
  • E. Fusion Energy Sciences program
    The Fusion Energy Sciences program is a U.S. Department of Energy research initiative focused on advancing the science and technology needed to develop fusion as a practical, clean energy source.
  • 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: Department of Energy national security programs
Triple: [Public Law 115-91, appliesTo, Department of Energy national security programs]
Generated description
Department of Energy national security programs are U.S. federal initiatives within the Department of Energy that focus on nuclear security, nonproliferation, and related defense activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Energy national security programs
Target entity description: Department of Energy national security programs are U.S. federal initiatives within the Department of Energy that focus on nuclear security, nonproliferation, and related defense activities.
  • A. Department of Energy nuclear contractors
    Department of Energy nuclear contractors are private companies and organizations that design, build, operate, or manage U.S. government-owned nuclear facilities and activities under contract with the Department of Energy.
  • B. United States Department of Energy national laboratory system chosen
    The United States Department of Energy national laboratory system is a network of federally funded research institutions that conduct advanced scientific, energy, and national security research on behalf of the U.S. government.
  • C. Office of Nuclear Energy
    The Office of Nuclear Energy is a division of the U.S. Department of Energy responsible for advancing nuclear power technologies, policy, and research to support the nation’s energy needs.
  • D. United States nuclear energy program
    The United States nuclear energy program is the national effort encompassing research, development, regulation, and deployment of civilian and military nuclear technologies, including power generation, fuel cycles, and reactor innovation.
  • E. Fusion Energy Sciences program
    The Fusion Energy Sciences program is a U.S. Department of Energy research initiative focused on advancing the science and technology needed to develop fusion as a practical, clean energy source.
  • F. None of above.

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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158eef48819083bdce283a363414 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f692ee048190ab42c92296fd28fb completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601e7f3b0819098a2245b9f9316b9 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.