Triple

T5399555
Position Surface form Disambiguated ID Type / Status
Subject Brookhaven Linac Isotope Producer E120738 entity
Predicate safetyStandard P7659 FINISHED
Object U.S. Department of Energy nuclear safety regulations
U.S. Department of Energy nuclear safety regulations are a comprehensive set of federal rules and standards governing the safe design, operation, and oversight of nuclear facilities and activities under DOE jurisdiction to protect workers, the public, and the environment.
E517347 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: U.S. Department of Energy nuclear safety regulations | Statement: [Brookhaven Linac Isotope Producer, safetyStandard, U.S. Department of Energy nuclear safety regulations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Department of Energy nuclear safety regulations
Context triple: [Brookhaven Linac Isotope Producer, safetyStandard, U.S. Department of Energy nuclear safety regulations]
  • A. Rules for Construction of Nuclear Facility Components
    Rules for Construction of Nuclear Facility Components is a section of the ASME Boiler and Pressure Vessel Code that sets design, fabrication, and quality assurance standards for components used in nuclear power and related facilities.
  • B. 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.
  • C. Rules for Inservice Inspection of Nuclear Power Plant Components
    Rules for Inservice Inspection of Nuclear Power Plant Components is a key section of the ASME Boiler and Pressure Vessel Code that establishes requirements for the periodic examination, testing, and maintenance of nuclear power plant components to ensure their continued safety and integrity.
  • D. 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.
  • E. International Atomic Energy Agency safeguards system
    The International Atomic Energy Agency safeguards system is a global verification regime that uses inspections, monitoring, and accounting measures to ensure that states’ nuclear materials and activities are not diverted to nuclear weapons or other military purposes.
  • 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: U.S. Department of Energy nuclear safety regulations
Triple: [Brookhaven Linac Isotope Producer, safetyStandard, U.S. Department of Energy nuclear safety regulations]
Generated description
U.S. Department of Energy nuclear safety regulations are a comprehensive set of federal rules and standards governing the safe design, operation, and oversight of nuclear facilities and activities under DOE jurisdiction to protect workers, the public, and the environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Department of Energy nuclear safety regulations
Target entity description: U.S. Department of Energy nuclear safety regulations are a comprehensive set of federal rules and standards governing the safe design, operation, and oversight of nuclear facilities and activities under DOE jurisdiction to protect workers, the public, and the environment.
  • A. Rules for Construction of Nuclear Facility Components
    Rules for Construction of Nuclear Facility Components is a section of the ASME Boiler and Pressure Vessel Code that sets design, fabrication, and quality assurance standards for components used in nuclear power and related facilities.
  • B. 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.
  • C. Rules for Inservice Inspection of Nuclear Power Plant Components
    Rules for Inservice Inspection of Nuclear Power Plant Components is a key section of the ASME Boiler and Pressure Vessel Code that establishes requirements for the periodic examination, testing, and maintenance of nuclear power plant components to ensure their continued safety and integrity.
  • D. 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.
  • E. International Atomic Energy Agency safeguards system
    The International Atomic Energy Agency safeguards system is a global verification regime that uses inspections, monitoring, and accounting measures to ensure that states’ nuclear materials and activities are not diverted to nuclear weapons or other military purposes.
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87499ec4819086f8292625b56f96 completed March 20, 2026, 5:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3383b360819087447e6813c45edf completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf33e3b9ac819091cb000a98a505cd completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf349a746481909a8ba2a854e29449 completed March 22, 2026, 12:15 a.m.
Created at: March 20, 2026, 2:04 p.m.