Triple

T3692656
Position Surface form Disambiguated ID Type / Status
Subject Travel Air 5000 E78378 entity
Predicate manufacturer P490 FINISHED
Object Travel Air Manufacturing Company
Travel Air Manufacturing Company was an American aircraft manufacturer of the 1920s known for producing popular biplanes and early airliners that helped advance commercial and sport aviation.
E380895 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: Travel Air Manufacturing Company | Statement: [Travel Air 5000, manufacturer, Travel Air Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Travel Air Manufacturing Company
Context triple: [Travel Air 5000, manufacturer, Travel Air Manufacturing Company]
  • A. 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.
  • B. 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.
  • C. Civil Air Transport
    Civil Air Transport was a post–World War II Chinese airline closely linked to U.S. intelligence operations that evolved into a key air transport asset for the CIA in Asia.
  • D. Bell Aircraft
    Bell Aircraft was an American aerospace manufacturer best known for pioneering experimental and military aircraft, including the first supersonic research plane.
  • E. Boeing Air Transport
    Boeing Air Transport was an early American airline and a predecessor of United Airlines that operated mail and passenger services in the late 1920s and early 1930s.
  • 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: Travel Air Manufacturing Company
Triple: [Travel Air 5000, manufacturer, Travel Air Manufacturing Company]
Generated description
Travel Air Manufacturing Company was an American aircraft manufacturer of the 1920s known for producing popular biplanes and early airliners that helped advance commercial and sport aviation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Travel Air Manufacturing Company
Target entity description: Travel Air Manufacturing Company was an American aircraft manufacturer of the 1920s known for producing popular biplanes and early airliners that helped advance commercial and sport aviation.
  • A. 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.
  • B. 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.
  • C. Civil Air Transport
    Civil Air Transport was a post–World War II Chinese airline closely linked to U.S. intelligence operations that evolved into a key air transport asset for the CIA in Asia.
  • D. Bell Aircraft
    Bell Aircraft was an American aerospace manufacturer best known for pioneering experimental and military aircraft, including the first supersonic research plane.
  • E. Boeing Air Transport
    Boeing Air Transport was an early American airline and a predecessor of United Airlines that operated mail and passenger services in the late 1920s and early 1930s.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4e89f588190951371439a035850 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3cd64c4819098f9f93a8d2efdf7 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c5e9ce5481909465e77cb3590f88 completed March 14, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69b4c644efe0819098d982c6a06cd9b4 completed March 14, 2026, 2:21 a.m.
Created at: March 8, 2026, 3:26 p.m.