Triple

T9197986
Position Surface form Disambiguated ID Type / Status
Subject Roberts International Airport E220763 entity
Predicate servesAsHubFor P423 FINISHED
Object ECAir (historical)
ECAir (Equatorial Congo Airlines) was the former national carrier of the Republic of the Congo, operating regional and international flights before ceasing operations in the mid-2010s.
E784106 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: ECAir (historical) | Statement: [Roberts International Airport, servesAsHubFor, ECAir (historical)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ECAir (historical)
Context triple: [Roberts International Airport, servesAsHubFor, ECAir (historical)]
  • A. Grands Express Aériens
    Grands Express Aériens was an early French airline that operated luxury passenger services in the interwar period before becoming part of larger national carriers.
  • B. Crossair
    Crossair was a former Swiss regional airline that served as the main predecessor to Swiss International Air Lines after the collapse of Swissair.
  • C. Société Générale de Transports Aériens
    Société Générale de Transports Aériens was an early French airline that became part of the consolidation of France’s civil aviation sector in the interwar period.
  • D. Air Transat
    Air Transat is a Canadian leisure airline based in Montreal that operates scheduled and charter flights primarily between Canada and vacation destinations in Europe, the Caribbean, and other sun markets.
  • E. Transavia France
    Transavia France is a French low-cost airline and subsidiary of the Air France-KLM group, operating primarily short- and medium-haul leisure routes across Europe and the Mediterranean.
  • 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: ECAir (historical)
Triple: [Roberts International Airport, servesAsHubFor, ECAir (historical)]
Generated description
ECAir (Equatorial Congo Airlines) was the former national carrier of the Republic of the Congo, operating regional and international flights before ceasing operations in the mid-2010s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ECAir (historical)
Target entity description: ECAir (Equatorial Congo Airlines) was the former national carrier of the Republic of the Congo, operating regional and international flights before ceasing operations in the mid-2010s.
  • A. Grands Express Aériens
    Grands Express Aériens was an early French airline that operated luxury passenger services in the interwar period before becoming part of larger national carriers.
  • B. Crossair
    Crossair was a former Swiss regional airline that served as the main predecessor to Swiss International Air Lines after the collapse of Swissair.
  • C. Société Générale de Transports Aériens
    Société Générale de Transports Aériens was an early French airline that became part of the consolidation of France’s civil aviation sector in the interwar period.
  • D. Air Transat
    Air Transat is a Canadian leisure airline based in Montreal that operates scheduled and charter flights primarily between Canada and vacation destinations in Europe, the Caribbean, and other sun markets.
  • E. Transavia France
    Transavia France is a French low-cost airline and subsidiary of the Air France-KLM group, operating primarily short- and medium-haul leisure routes across Europe and the Mediterranean.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87f50e88190940e73af1deda747 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c3b1af48190bb03af15232c510d completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cfb7058819080d80b7f28125199 completed April 4, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69d05d91ad4c8190a45db7484b9f058a completed April 4, 2026, 12:38 a.m.
Created at: March 30, 2026, 7:25 p.m.