Triple
T3887270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BY |
E92971
|
entity |
| Predicate | operatorCallsign |
P1565
|
FINISHED |
| Object | TUI AIRWAYS |
E16522
|
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: TUI AIRWAYS | Statement: [BY, operatorCallsign, TUI AIRWAYS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TUI AIRWAYS Context triple: [BY, operatorCallsign, TUI AIRWAYS]
-
A.
TUI Airways
chosen
TUI Airways is a British charter and scheduled airline that primarily serves leisure destinations across Europe and worldwide as part of the TUI Group.
-
B.
Virgin Atlantic
Virgin Atlantic is a British long-haul airline known for its transatlantic flights, distinctive branding, and innovative in-flight services.
-
C.
British Airways
British Airways is the United Kingdom’s flag carrier airline and one of Europe’s largest international airlines, operating an extensive global network from its main hub at London Heathrow Airport.
-
D.
TUI Group (historical)
TUI Group (historical) was a major European tourism and travel conglomerate that owned and operated various airlines, tour operators, and travel agencies before its later restructuring and rebranding.
-
E.
Virgin Atlantic Holidays
Virgin Atlantic Holidays is a UK-based tour operator that offers package holidays and travel services, primarily featuring flights with Virgin Atlantic Airways.
- 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: operatorCallsign Context triple: [BY, operatorCallsign, TUI AIRWAYS]
-
A.
callsign
chosen
Indicates that an entity is assigned or uses a specific radio or identification callsign as its designated identifier in communication contexts.
-
B.
formerCallSign
Indicates that one identifier was previously used as the call sign for the other entity before being changed or replaced.
-
C.
callsignSeries
Indicates that one entity is a member or installment within a series or sequence that shares the same callsign.
-
D.
notableAircraftCallsign
Indicates that a particular aircraft is notably associated with, or commonly identified by, a specific callsign.
-
E.
towerCallsign
Indicates that an entity serves as the radio callsign identifier used by an air traffic control tower when communicating.
- 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_69aed9697de0819087c2559295ff3d12 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeecabe3548190a5cbf9d0af0bcfb6 |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53fe99ccc8190849ffe819a4bfd8f |
completed | March 14, 2026, 11 a.m. |
| PD | Predicate disambiguation | batch_69aee759609c8190985e96ec6d96dedd |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:20 p.m.