Triple

T292345
Position Surface form Disambiguated ID Type / Status
Subject International Atomic Energy Agency E6019 entity
Predicate publishes P80 FINISHED
Object IAEA Nuclear Energy Series
The IAEA Nuclear Energy Series is a collection of technical publications by the International Atomic Energy Agency that provide guidance, standards, and best practices for the safe, secure, and sustainable use of nuclear energy.
E37409 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: IAEA Nuclear Energy Series | Statement: [International Atomic Energy Agency, publishes, IAEA Nuclear Energy Series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IAEA Nuclear Energy Series
Context triple: [International Atomic Energy Agency, publishes, IAEA Nuclear Energy Series]
  • A. ASME Journal of Nuclear Engineering and Radiation Science
    ASME Journal of Nuclear Engineering and Radiation Science is a peer-reviewed scholarly journal that publishes research on nuclear engineering, reactor technology, and radiation science.
  • B. 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.
  • 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. International Atomic Energy Agency
    The International Atomic Energy Agency is a United Nations-affiliated organization that promotes the peaceful use of nuclear energy and works to prevent its use for military purposes through international safeguards and inspections.
  • E. Nuclear Engineering Division
    The Nuclear Engineering Division is a specialized unit within the American Society of Mechanical Engineers that focuses on advancing nuclear science, engineering, and technology through standards, research, and professional collaboration.
  • 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: IAEA Nuclear Energy Series
Triple: [International Atomic Energy Agency, publishes, IAEA Nuclear Energy Series]
Generated description
The IAEA Nuclear Energy Series is a collection of technical publications by the International Atomic Energy Agency that provide guidance, standards, and best practices for the safe, secure, and sustainable use of nuclear energy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IAEA Nuclear Energy Series
Target entity description: The IAEA Nuclear Energy Series is a collection of technical publications by the International Atomic Energy Agency that provide guidance, standards, and best practices for the safe, secure, and sustainable use of nuclear energy.
  • A. ASME Journal of Nuclear Engineering and Radiation Science
    ASME Journal of Nuclear Engineering and Radiation Science is a peer-reviewed scholarly journal that publishes research on nuclear engineering, reactor technology, and radiation science.
  • B. 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.
  • 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. International Atomic Energy Agency
    The International Atomic Energy Agency is a United Nations-affiliated organization that promotes the peaceful use of nuclear energy and works to prevent its use for military purposes through international safeguards and inspections.
  • E. Nuclear Engineering Division
    The Nuclear Engineering Division is a specialized unit within the American Society of Mechanical Engineers that focuses on advancing nuclear science, engineering, and technology through standards, research, and professional collaboration.
  • 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2e975d2c0819082bbf6a0f3d928af completed Feb. 28, 2026, 1:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3a33d3f6c8190bb97e903e6e7283f completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a3b5a04c819088438f6ff4774fd2 completed March 1, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69a3a416d6048190912228f971959734 completed March 1, 2026, 2:27 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.