Triple

T2229157
Position Surface form Disambiguated ID Type / Status
Subject Price–Anderson Nuclear Industries Indemnity Act E48723 entity
Predicate appliesTo P1129 FINISHED
Object 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.
E244187 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 nuclear contractors | Statement: [Price–Anderson Nuclear Industries Indemnity Act, appliesTo, Department of Energy nuclear contractors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Energy nuclear contractors
Context triple: [Price–Anderson Nuclear Industries Indemnity Act, appliesTo, Department of Energy nuclear contractors]
  • A. 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.
  • B. National Nuclear Security Administration
    The National Nuclear Security Administration is a U.S. government agency responsible for enhancing national security through the military application, safety, and security of nuclear science and technology.
  • C. 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.
  • D. Defense Nuclear Facilities Safety Board
    The Defense Nuclear Facilities Safety Board is an independent U.S. federal agency that oversees and advises on safety standards and practices at Department of Energy defense nuclear facilities.
  • E. Energy Research and Development Administration
    The Energy Research and Development Administration was a former U.S. government agency responsible for coordinating federal energy research, development, and nuclear energy programs in the mid-1970s.
  • 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 nuclear contractors
Triple: [Price–Anderson Nuclear Industries Indemnity Act, appliesTo, Department of Energy nuclear contractors]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Energy nuclear contractors
Target entity description: 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.
  • A. 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.
  • B. National Nuclear Security Administration
    The National Nuclear Security Administration is a U.S. government agency responsible for enhancing national security through the military application, safety, and security of nuclear science and technology.
  • C. 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.
  • D. Defense Nuclear Facilities Safety Board
    The Defense Nuclear Facilities Safety Board is an independent U.S. federal agency that oversees and advises on safety standards and practices at Department of Energy defense nuclear facilities.
  • E. Energy Research and Development Administration
    The Energy Research and Development Administration was a former U.S. government agency responsible for coordinating federal energy research, development, and nuclear energy programs in the mid-1970s.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0685b688190857a76c1043f4b92 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6567b64c8190ab718f20bbf033df completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae666bd32c81909ff15201757a6c76 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66d9ab508190bebeb9402825a8db completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:47 p.m.