Triple

T9298406
Position Surface form Disambiguated ID Type / Status
Subject Waco CG-4 E223697 entity
Predicate manufacturer P490 FINISHED
Object Waco Aircraft Company
Waco Aircraft Company was an American aircraft manufacturer best known for producing popular civilian biplanes in the 1920s–1930s and military gliders during World War II.
E790767 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: Waco Aircraft Company | Statement: [Waco CG-4, manufacturer, Waco Aircraft Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waco Aircraft Company
Context triple: [Waco CG-4, manufacturer, Waco Aircraft Company]
  • A. Wright-Martin Aircraft Corporation
    Wright-Martin Aircraft Corporation was an early 20th-century American aviation company formed through mergers in the nascent aircraft industry, involved in producing military aircraft and engines during World War I.
  • B. Stinson Aircraft Corporation
    Stinson Aircraft Corporation was an American aircraft manufacturer founded by aviator Eddie Stinson, known for producing popular light and commercial aircraft in the 1920s and 1930s.
  • C. Wright Aeronautical Corporation
    Wright Aeronautical Corporation was a major early 20th-century American aircraft engine manufacturer known for producing reliable radial engines used in pioneering long-distance and military aviation.
  • D. Vultee Aircraft
    Vultee Aircraft was an American aircraft manufacturer active before and during World War II, known for producing military trainers and bombers before eventually becoming part of Convair through industry consolidation.
  • E. North American Aviation
    North American Aviation was a major American aerospace manufacturer best known for producing iconic military aircraft and spacecraft during the mid-20th century.
  • 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: Waco Aircraft Company
Triple: [Waco CG-4, manufacturer, Waco Aircraft Company]
Generated description
Waco Aircraft Company was an American aircraft manufacturer best known for producing popular civilian biplanes in the 1920s–1930s and military gliders during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waco Aircraft Company
Target entity description: Waco Aircraft Company was an American aircraft manufacturer best known for producing popular civilian biplanes in the 1920s–1930s and military gliders during World War II.
  • A. Wright-Martin Aircraft Corporation
    Wright-Martin Aircraft Corporation was an early 20th-century American aviation company formed through mergers in the nascent aircraft industry, involved in producing military aircraft and engines during World War I.
  • B. Stinson Aircraft Corporation
    Stinson Aircraft Corporation was an American aircraft manufacturer founded by aviator Eddie Stinson, known for producing popular light and commercial aircraft in the 1920s and 1930s.
  • C. Wright Aeronautical Corporation
    Wright Aeronautical Corporation was a major early 20th-century American aircraft engine manufacturer known for producing reliable radial engines used in pioneering long-distance and military aviation.
  • D. Vultee Aircraft
    Vultee Aircraft was an American aircraft manufacturer active before and during World War II, known for producing military trainers and bombers before eventually becoming part of Convair through industry consolidation.
  • E. North American Aviation
    North American Aviation was a major American aerospace manufacturer best known for producing iconic military aircraft and spacecraft during the mid-20th century.
  • 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_69ca8423edb08190bc0c91287a484768 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd08cf50cc8190a025f478dff4f9fd completed April 1, 2026, noon
NED1 Entity disambiguation (via context triple) batch_69d0c7717f30819095fc3e6e4f765790 completed April 4, 2026, 8:10 a.m.
NEDg Description generation batch_69d0c8f9a7648190943454a912c9da83 completed April 4, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0c978ed448190ad2e5aacdcb91855 completed April 4, 2026, 8:19 a.m.
Created at: March 30, 2026, 7:36 p.m.