Triple

T16295652
Position Surface form Disambiguated ID Type / Status
Subject Marshall Aerospace E395638 entity
Predicate hasSubsidiary P254 FINISHED
Object Marshall Aerospace Canada
Marshall Aerospace Canada is the Canadian branch of Marshall Aerospace, providing specialized aerospace engineering, maintenance, and support services to military and civil aviation customers in Canada and North America.
E395638 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: Marshall Aerospace Canada | Statement: [Marshall Aerospace, hasSubsidiary, Marshall Aerospace Canada]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall Aerospace Canada
Context triple: [Marshall Aerospace, hasSubsidiary, Marshall Aerospace Canada]
  • A. Marshall Aerospace
    Marshall Aerospace is a British aerospace engineering and defense company known for its aircraft maintenance, modification, and conversion services for military and civilian fleets.
  • B. Hawker Siddeley Canada
    Hawker Siddeley Canada was a Canadian railcar and aerospace manufacturer known for producing passenger rail coaches and other transportation equipment.
  • C. Spar Aerospace
    Spar Aerospace was a Canadian aerospace company best known for designing and building the original Canadarm robotic manipulator for NASA’s Space Shuttle program.
  • D. Pratt & Whitney Canada engineering division
    The Pratt & Whitney Canada engineering division is the design and development arm of Pratt & Whitney Canada responsible for creating and advancing its family of aircraft engines and related aerospace technologies.
  • E. Canadair
    Canadair was a Canadian aircraft manufacturer best known for producing specialized amphibious firefighting and utility aircraft before becoming part of Bombardier Aerospace.
  • 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: Marshall Aerospace Canada
Triple: [Marshall Aerospace, hasSubsidiary, Marshall Aerospace Canada]
Generated description
Marshall Aerospace Canada is the Canadian branch of Marshall Aerospace, providing specialized aerospace engineering, maintenance, and support services to military and civil aviation customers in Canada and North America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall Aerospace Canada
Target entity description: Marshall Aerospace Canada is the Canadian branch of Marshall Aerospace, providing specialized aerospace engineering, maintenance, and support services to military and civil aviation customers in Canada and North America.
  • A. Marshall Aerospace chosen
    Marshall Aerospace is a British aerospace engineering and defense company known for its aircraft maintenance, modification, and conversion services for military and civilian fleets.
  • B. Hawker Siddeley Canada
    Hawker Siddeley Canada was a Canadian railcar and aerospace manufacturer known for producing passenger rail coaches and other transportation equipment.
  • C. Spar Aerospace
    Spar Aerospace was a Canadian aerospace company best known for designing and building the original Canadarm robotic manipulator for NASA’s Space Shuttle program.
  • D. Pratt & Whitney Canada engineering division
    The Pratt & Whitney Canada engineering division is the design and development arm of Pratt & Whitney Canada responsible for creating and advancing its family of aircraft engines and related aerospace technologies.
  • E. Canadair
    Canadair was a Canadian aircraft manufacturer best known for producing specialized amphibious firefighting and utility aircraft before becoming part of Bombardier Aerospace.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e2d08108190bab1b3325923af1d completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f9b42248190a3c8c2647a42aeb9 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a0021e42c6481909c7cb0c2ed63ab27 completed May 10, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_6a00223de3888190a0d5d81af1fa4de2 completed May 10, 2026, 6:14 a.m.
Created at: April 10, 2026, 5:06 a.m.