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.