Triple

T3692671
Position Surface form Disambiguated ID Type / Status
Subject Travel Air 5000 E78378 entity
Predicate usedBy P260 FINISHED
Object National Air Transport
National Air Transport was an early U.S. airline of the 1920s that operated mail and passenger services and later became part of United Airlines.
 E380896 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: National Air Transport | Statement: [Travel Air 5000, usedBy, National Air Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Air Transport
Context triple: [Travel Air 5000, usedBy, National Air Transport]
  • A. Transcontinental Air Transport
    Transcontinental Air Transport was an early U.S. airline of the late 1920s and early 1930s that pioneered coast-to-coast passenger service by combining rail and air travel.
  • B. 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.
  • C. EuroAtlantic Airways
    EuroAtlantic Airways is a Portuguese charter airline known for operating long-haul and wet-lease services for other carriers worldwide.
  • D. State Airlines Administration
    State Airlines Administration was the original state-run civil aviation organization in Turkey that later evolved into the modern Turkish Airlines.
  • E. Transportes Aéreos del Continente Americano
    Transportes Aéreos del Continente Americano was the original name of TACA Airlines, a major Central American carrier that later became part of Avianca.
  • 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: National Air Transport
Triple: [Travel Air 5000, usedBy, National Air Transport]
Generated description
National Air Transport was an early U.S. airline of the 1920s that operated mail and passenger services and later became part of United Airlines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Air Transport
Target entity description: National Air Transport was an early U.S. airline of the 1920s that operated mail and passenger services and later became part of United Airlines.
  • A. Transcontinental Air Transport
    Transcontinental Air Transport was an early U.S. airline of the late 1920s and early 1930s that pioneered coast-to-coast passenger service by combining rail and air travel.
  • B. 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.
  • C. EuroAtlantic Airways
    EuroAtlantic Airways is a Portuguese charter airline known for operating long-haul and wet-lease services for other carriers worldwide.
  • D. State Airlines Administration
    State Airlines Administration was the original state-run civil aviation organization in Turkey that later evolved into the modern Turkish Airlines.
  • E. Transportes Aéreos del Continente Americano
    Transportes Aéreos del Continente Americano was the original name of TACA Airlines, a major Central American carrier that later became part of Avianca.
  • 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.