Triple

T1984186
Position Surface form Disambiguated ID Type / Status
Subject American Eagle Airlines E43101 entity
Predicate operatingAs P4445 FINISHED
Object Envoy Air
Envoy Air is a regional airline based in the United States that operates feeder flights for American Airlines under the American Eagle brand.
E311008 NE FINISHED

How this triple was built (5 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: Envoy Air | Statement: [American Eagle Airlines, operatingAs, Envoy Air]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Envoy Air
Context triple: [American Eagle Airlines, operatingAs, Envoy Air]
  • A. Endeavor Air
    Endeavor Air is a U.S.-based regional airline that operates Delta Connection flights, providing feeder services to Delta Air Lines’ domestic and short-haul international network.
  • B. Allegiant Air
    Allegiant Air is a U.S.-based ultra-low-cost airline known for operating scheduled and charter flights primarily between smaller cities and popular leisure destinations.
  • C. Spirit Airlines
    Spirit Airlines is an American ultra-low-cost carrier known for its no-frills service model and extensive network of domestic and Latin American routes.
  • D. Cape Air
    Cape Air is a U.S.-based regional airline known for operating short-haul commuter flights, primarily in the Northeast, Midwest, Montana, the Caribbean, and Micronesia.
  • E. Porter Airlines
    Porter Airlines is a Canadian regional airline known for its short-haul flights, premium-feel service, and primary operations from downtown Toronto.
  • 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: Envoy Air
Triple: [American Eagle Airlines, operatingAs, Envoy Air]
Generated description
Envoy Air is a regional airline based in the United States that operates feeder flights for American Airlines under the American Eagle brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Envoy Air
Target entity description: Envoy Air is a regional airline based in the United States that operates feeder flights for American Airlines under the American Eagle brand.
  • A. Endeavor Air
    Endeavor Air is a U.S.-based regional airline that operates Delta Connection flights, providing feeder services to Delta Air Lines’ domestic and short-haul international network.
  • B. Allegiant Air
    Allegiant Air is a U.S.-based ultra-low-cost airline known for operating scheduled and charter flights primarily between smaller cities and popular leisure destinations.
  • C. Spirit Airlines
    Spirit Airlines is an American ultra-low-cost carrier known for its no-frills service model and extensive network of domestic and Latin American routes.
  • D. Cape Air
    Cape Air is a U.S.-based regional airline known for operating short-haul commuter flights, primarily in the Northeast, Midwest, Montana, the Caribbean, and Micronesia.
  • E. Porter Airlines
    Porter Airlines is a Canadian regional airline known for its short-haul flights, premium-feel service, and primary operations from downtown Toronto.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: operatingAs
Context triple: [American Eagle Airlines, operatingAs, Envoy Air]
  • A. operatedAs chosen
    Indicates that an entity functioned or was used in the capacity, role, or identity of another entity for some period of time.
  • B. operatingModel
    Indicates how an organization structures and manages its processes, resources, and governance to deliver its products or services.
  • C. operatesOver
    Indicates that one entity performs actions or exerts functional control across, upon, or throughout another entity or domain.
  • D. operatesBy
    Indicates that an entity performs its function, action, or process through the use or application of another entity (e.g., a method, mechanism, or principle).
  • E. operatesBase
    Indicates that an organization or agent runs or manages a primary facility, location, or base of operations.
  • F. None of above.

Provenance (6 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb96f932881908bebfc4176fda7c0 completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69b08609a50c81908b258bc34996ede1 completed March 10, 2026, 8:58 p.m.
NEDg Description generation batch_69b0d066b9388190ab7ae362ec8ac9f3 completed March 11, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69b0d0ca37d88190a1c0605f7df688d0 completed March 11, 2026, 2:17 a.m.
PD Predicate disambiguation batch_69abb798d288819083132cf14605bd02 completed March 7, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:37 p.m.