Triple
T23044611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TUI Cruises |
E573841
|
entity |
| Predicate | ownerStakeHolder |
P99020
|
FINISHED |
| Object | TUI Group |
—
|
NE NERFINISHED |
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: TUI Group | Statement: [TUI Cruises, ownerStakeHolder, TUI Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TUI Group Context triple: [TUI Cruises, ownerStakeHolder, TUI Group]
-
A.
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.
-
B.
TUI Nederland
TUI Nederland is a major Dutch travel and tourism company that operates various holiday brands and services as part of the international TUI Group.
-
C.
TUI Airways
TUI Airways is a British charter and scheduled airline that primarily serves leisure destinations across Europe and worldwide as part of the TUI Group.
-
D.
TAP Group
TAP Group is the holding company that owns and oversees TAP Air Portugal and its related aviation and travel businesses.
-
E.
Travelers Group
Travelers Group was a major American financial services conglomerate that became best known for its landmark 1998 merger with Citicorp to form Citigroup.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TUI Group Target entity description: TUI Group is a major German multinational travel and tourism company that operates airlines, hotels, cruise lines, and travel agencies worldwide.
-
A.
TUI Group (historical)
chosen
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.
-
B.
TUI Nederland
TUI Nederland is a major Dutch travel and tourism company that operates various holiday brands and services as part of the international TUI Group.
-
C.
TUI Airways
TUI Airways is a British charter and scheduled airline that primarily serves leisure destinations across Europe and worldwide as part of the TUI Group.
-
D.
TAP Group
TAP Group is the holding company that owns and oversees TAP Air Portugal and its related aviation and travel businesses.
-
E.
Travelers Group
Travelers Group was a major American financial services conglomerate that became best known for its landmark 1998 merger with Citicorp to form Citigroup.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ownerStakeHolder Context triple: [TUI Cruises, ownerStakeHolder, TUI Group]
-
A.
ownershipStake
chosen
Indicates that one entity holds a partial or full ownership interest or equity stake in another entity.
-
B.
ownershipStructure
Indicates how ownership or control is distributed among entities within an organization or asset.
-
C.
isShareholderOf
Indicates that one entity owns shares or equity in another entity, giving it a financial stake and certain associated rights in that entity.
-
D.
majorShareholderOf
Indicates that one entity owns a controlling or significantly large portion of another entity’s shares or equity.
-
E.
hasStakeholder
Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
- F. None of above.
Provenance (3 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_69e245b9c11481909d06c872214d21af |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1851811e08190a5af6a112687327e |
completed | April 29, 2026, 4:12 a.m. |
| PD | Predicate disambiguation | batch_69ef89d5f71881908b9f9d0c8aab278c |
completed | April 27, 2026, 4:07 p.m. |
Created at: April 17, 2026, 3:54 p.m.