Triple

T19332016
Position Surface form Disambiguated ID Type / Status
Subject Crystal Palace School of Engineering E483519 entity
Predicate knownFor P22 FINISHED
Object training aviation pioneer Geoffrey de Havilland
Geoffrey de Havilland was a pioneering British aviation engineer, aircraft designer, and test pilot who founded the de Havilland Aircraft Company and created several iconic early aircraft.
E487454 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: training aviation pioneer Geoffrey de Havilland | Statement: [Crystal Palace School of Engineering, knownFor, training aviation pioneer Geoffrey de Havilland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: training aviation pioneer Geoffrey de Havilland
Context triple: [Crystal Palace School of Engineering, knownFor, training aviation pioneer Geoffrey de Havilland]
  • A. College of Flying Training
    The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
  • B. Royal Air Force Air Cadets flying training system
    The Royal Air Force Air Cadets flying training system is the structured program that provides RAF Air Cadets with introductory and developmental flying instruction, air experience, and aviation training through dedicated units and aircraft.
  • C. Percival Provost
    The Percival Provost is a British-built, piston-engined basic trainer aircraft that served widely in military pilot training during the mid-20th century.
  • D. Geoffrey de Havilland Jr.
    Geoffrey de Havilland Jr. was a British test pilot and son of aircraft designer Sir Geoffrey de Havilland, known for his work testing experimental de Havilland aircraft in the 1940s.
  • E. Kelly Field
    Kelly Field is a collegiate softball stadium in Corvallis, Oregon, serving as the primary home venue for Oregon State University's softball program.
  • 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: training aviation pioneer Geoffrey de Havilland
Triple: [Crystal Palace School of Engineering, knownFor, training aviation pioneer Geoffrey de Havilland]
Generated description
Geoffrey de Havilland was a pioneering British aviation engineer, aircraft designer, and test pilot who founded the de Havilland Aircraft Company and created several iconic early aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: training aviation pioneer Geoffrey de Havilland
Target entity description: Geoffrey de Havilland was a pioneering British aviation engineer, aircraft designer, and test pilot who founded the de Havilland Aircraft Company and created several iconic early aircraft.
  • A. College of Flying Training
    The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
  • B. Royal Air Force Air Cadets flying training system
    The Royal Air Force Air Cadets flying training system is the structured program that provides RAF Air Cadets with introductory and developmental flying instruction, air experience, and aviation training through dedicated units and aircraft.
  • C. Percival Provost
    The Percival Provost is a British-built, piston-engined basic trainer aircraft that served widely in military pilot training during the mid-20th century.
  • D. Geoffrey de Havilland Jr. chosen
    Geoffrey de Havilland Jr. was a British test pilot and son of aircraft designer Sir Geoffrey de Havilland, known for his work testing experimental de Havilland aircraft in the 1940s.
  • E. Kelly Field
    Kelly Field is a collegiate softball stadium in Corvallis, Oregon, serving as the primary home venue for Oregon State University's softball program.
  • F. None of above.

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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e616422fa08190bf4bde4312ec7cf3 completed April 20, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071be08a008190be70c531241ecbf2 completed May 15, 2026, 1:13 p.m.
NEDg Description generation batch_6a071cdb6ecc81908a00c82b8f80613f completed May 15, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a071d4dd0048190ad7561f76915a72f completed May 15, 2026, 1:19 p.m.
Created at: April 10, 2026, 1:33 p.m.