Triple

T14062382
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Meteorological Department E338376 entity
Predicate hasDivision P35 FINISHED
Object Aviation Meteorological Services
Aviation Meteorological Services is a specialized division that provides weather forecasting and related support tailored to the needs of aviation operations.
E1077600 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: Aviation Meteorological Services | Statement: [Pakistan Meteorological Department, hasDivision, Aviation Meteorological Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aviation Meteorological Services
Context triple: [Pakistan Meteorological Department, hasDivision, Aviation Meteorological Services]
  • A. Commission for Aeronautical Meteorology
    The Commission for Aeronautical Meteorology was a specialized body within the World Meteorological Organization responsible for developing and coordinating international standards and practices for weather services in aviation.
  • B. Aviation Weather Center
    The Aviation Weather Center is a U.S. government facility that provides specialized weather forecasts and warnings to support the safety and efficiency of aviation operations domestically and worldwide.
  • C. Air Traffic Organization
    The Air Traffic Organization is the operational arm of the U.S. Federal Aviation Administration responsible for managing and controlling the nation’s air traffic system.
  • D. Aviation Section
    The Aviation Section is the specialized air support unit of the Kentucky State Police, providing aerial law enforcement, search and rescue, and related aviation services.
  • E. Air Traffic Control
    Air Traffic Control is the service responsible for managing and directing aircraft on the ground and in the air to ensure safe, orderly, and efficient flight operations.
  • 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: Aviation Meteorological Services
Triple: [Pakistan Meteorological Department, hasDivision, Aviation Meteorological Services]
Generated description
Aviation Meteorological Services is a specialized division that provides weather forecasting and related support tailored to the needs of aviation operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aviation Meteorological Services
Target entity description: Aviation Meteorological Services is a specialized division that provides weather forecasting and related support tailored to the needs of aviation operations.
  • A. Commission for Aeronautical Meteorology
    The Commission for Aeronautical Meteorology was a specialized body within the World Meteorological Organization responsible for developing and coordinating international standards and practices for weather services in aviation.
  • B. Aviation Weather Center
    The Aviation Weather Center is a U.S. government facility that provides specialized weather forecasts and warnings to support the safety and efficiency of aviation operations domestically and worldwide.
  • C. Air Traffic Organization
    The Air Traffic Organization is the operational arm of the U.S. Federal Aviation Administration responsible for managing and controlling the nation’s air traffic system.
  • D. Aviation Section
    The Aviation Section is the specialized air support unit of the Kentucky State Police, providing aerial law enforcement, search and rescue, and related aviation services.
  • E. Air Traffic Control
    Air Traffic Control is the service responsible for managing and directing aircraft on the ground and in the air to ensure safe, orderly, and efficient flight operations.
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de568876308190840361dcaf10bd45 completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6673de881909653c7691422b800 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc3b8aea881909b11a4671314810e completed May 7, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69fcc450fea881909e3b5bbd96469a8b completed May 7, 2026, 4:56 p.m.
Created at: April 9, 2026, 10:21 p.m.