Triple

T13751475
Position Surface form Disambiguated ID Type / Status
Subject Lockheed Aircraft Company E330361 entity
Predicate foundedAs P364 FINISHED
Object Loughead Aircraft Manufacturing Company
Loughead Aircraft Manufacturing Company was the early aviation firm founded by the Loughead brothers that evolved into the Lockheed Aircraft Company, a major American aerospace manufacturer.
 E1070071 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: Loughead Aircraft Manufacturing Company | Statement: [Lockheed Aircraft Company, foundedAs, Loughead Aircraft Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loughead Aircraft Manufacturing Company
Context triple: [Lockheed Aircraft Company, foundedAs, Loughead Aircraft Manufacturing Company]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Huff-Daland Aero Corporation
    Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
  • 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: Loughead Aircraft Manufacturing Company
Triple: [Lockheed Aircraft Company, foundedAs, Loughead Aircraft Manufacturing Company]
Generated description
Loughead Aircraft Manufacturing Company was the early aviation firm founded by the Loughead brothers that evolved into the Lockheed Aircraft Company, a major American aerospace manufacturer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loughead Aircraft Manufacturing Company
Target entity description: Loughead Aircraft Manufacturing Company was the early aviation firm founded by the Loughead brothers that evolved into the Lockheed Aircraft Company, a major American aerospace manufacturer.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Huff-Daland Aero Corporation
    Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02148c208190a882927905a861a6 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce64676c8190921796666ecd3dba completed May 3, 2026, 10:38 p.m.
NEDg Description generation batch_69f9fd56da288190b2bd33bc496c3fb9 completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69fb039fdb1c8190ad5286d1cfe80a29 completed May 6, 2026, 9:02 a.m.
Created at: April 9, 2026, 10:08 p.m.