Triple

T3259199
Position Surface form Disambiguated ID Type / Status
Subject Royal Moroccan Air Force E68369 entity
Predicate nativeName P15 FINISHED
Object القوات الملكية الجوية
القوات الملكية الجوية هي سلاح الجو النظامي للمملكة المغربية والمسؤول عن الدفاع الجوي والعمليات الجوية العسكرية في البلاد.
 E344413 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: القوات الملكية الجوية | Statement: [Royal Moroccan Air Force, nativeName, القوات الملكية الجوية]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: القوات الملكية الجوية
Context triple: [Royal Moroccan Air Force, nativeName, القوات الملكية الجوية]
  • A. Royal Air Force
    The Royal Air Force is the United Kingdom’s aerial warfare service branch, renowned for its decisive defensive role during World War II and its continued operation as a modern, technologically advanced air force.
  • B. United Kingdom Army Air Corps
    The United Kingdom Army Air Corps is the British Army’s aviation branch, responsible for providing battlefield helicopter and reconnaissance support, including operating attack helicopters like the Apache.
  • C. Royal Air Force Air Command
    Royal Air Force Air Command is the primary operational command of the RAF, responsible for directing and overseeing the United Kingdom’s air and space power.
  • D. Fleet Air Arm
    The Fleet Air Arm is the aviation branch of the United Kingdom’s Royal Navy, responsible for operating naval aircraft and providing air power at sea.
  • E. Royal Auxiliary Air Force
    The Royal Auxiliary Air Force is a volunteer reserve component of the United Kingdom’s Royal Air Force, providing trained personnel to support regular air force operations in both peacetime and conflict.
  • 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: القوات الملكية الجوية
Triple: [Royal Moroccan Air Force, nativeName, القوات الملكية الجوية]
Generated description
القوات الملكية الجوية هي سلاح الجو النظامي للمملكة المغربية والمسؤول عن الدفاع الجوي والعمليات الجوية العسكرية في البلاد.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: القوات الملكية الجوية
Target entity description: القوات الملكية الجوية هي سلاح الجو النظامي للمملكة المغربية والمسؤول عن الدفاع الجوي والعمليات الجوية العسكرية في البلاد.
  • A. Royal Air Force
    The Royal Air Force is the United Kingdom’s aerial warfare service branch, renowned for its decisive defensive role during World War II and its continued operation as a modern, technologically advanced air force.
  • B. United Kingdom Army Air Corps
    The United Kingdom Army Air Corps is the British Army’s aviation branch, responsible for providing battlefield helicopter and reconnaissance support, including operating attack helicopters like the Apache.
  • C. Royal Air Force Air Command
    Royal Air Force Air Command is the primary operational command of the RAF, responsible for directing and overseeing the United Kingdom’s air and space power.
  • D. Fleet Air Arm
    The Fleet Air Arm is the aviation branch of the United Kingdom’s Royal Navy, responsible for operating naval aircraft and providing air power at sea.
  • E. Royal Auxiliary Air Force
    The Royal Auxiliary Air Force is a volunteer reserve component of the United Kingdom’s Royal Air Force, providing trained personnel to support regular air force operations in both peacetime and conflict.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adafa4f40c81909adfd0f7f568e3ce completed March 8, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8369b708190aeddf21dd9440d6a completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9c808188190b681557e010ce159 completed March 12, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69b2ea5d38808190a11ebcad2c384db7 completed March 12, 2026, 4:31 p.m.
Created at: March 8, 2026, 3:09 p.m.