Triple

T13112625
Position Surface form Disambiguated ID Type / Status
Subject Envoy Air E311008 entity
Predicate bookingHandledBy P90588 FINISHED
Object American Airlines E526 NE FINISHED

How this triple was built (3 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: American Airlines | Statement: [Envoy Air, bookingHandledBy, American Airlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Airlines
Context triple: [Envoy Air, bookingHandledBy, American Airlines]
  • A. American Airlines chosen
    American Airlines is a major U.S.-based airline and one of the world's largest carriers, operating extensive domestic and international routes.
  • B. American Airlines Group
    American Airlines Group is a major U.S.-based airline holding company that owns American Airlines and several regional carriers, forming one of the world’s largest airline networks.
  • C. United Airlines
    United Airlines is a major American airline and Star Alliance member known for its extensive domestic and international route network operated from multiple hubs across the United States.
  • D. Delta Air Lines
    Delta Air Lines is a major U.S.-based global airline headquartered in Atlanta, known for its extensive domestic and international route network and membership in the SkyTeam alliance.
  • E. US Airways
    US Airways was a major American airline that operated domestic and international flights before ultimately combining with American Airlines to form one of the world’s largest carriers.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: bookingHandledBy
Context triple: [Envoy Air, bookingHandledBy, American Airlines]
  • A. bookingManagedBy chosen
    Indicates that the responsibility for handling, organizing, or overseeing a booking lies with a specific managing party or system.
  • B. attendedBy
    Indicates that an event, place, or activity is participated in or visited by a particular person or group.
  • C. reservationEstablishedBy
    Indicates that a reservation was created, initiated, or set up by a particular agent or entity.
  • D. appointmentProcessIncludes
    Indicates that an appointment process contains or encompasses a specific step, activity, or component as part of its overall workflow.
  • E. assignedToAirline
    Indicates that something (such as a flight, aircraft, or resource) is allocated or designated to a specific airline.
  • F. None of above.

Provenance (4 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9817f8ee8819084078b4bec5e4f18 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff07c7948190b4728e0e24b4cd76 completed May 3, 2026, 7:53 a.m.
PD Predicate disambiguation batch_69d98041a3548190a05ddd83dbb660fa completed April 10, 2026, 10:57 p.m.
Created at: April 9, 2026, 9:05 p.m.