Triple

T23044611
Position Surface form Disambiguated ID Type / Status
Subject TUI Cruises E573841 entity
Predicate ownerStakeHolder P99020 FINISHED
Object TUI Group
TUI Group is a major German multinational travel and tourism company that operates airlines, hotels, cruise lines, and travel agencies worldwide.
E65777 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: 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.
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: TUI Group
Triple: [TUI Cruises, ownerStakeHolder, TUI Group]
Generated description
TUI Group is a major German multinational travel and tourism company that operates airlines, hotels, cruise lines, and travel agencies worldwide.
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 (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_69e245b9c11481909d06c872214d21af completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1851811e08190a5af6a112687327e completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23d6b2a081908576002dba65baca completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c28ed782c8190a60cf2212a1e7861 completed May 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0c29bca4c08190a29d4204c75b333f completed May 19, 2026, 9:13 a.m.
PD Predicate disambiguation batch_69ef89d5f71881908b9f9d0c8aab278c completed April 27, 2026, 4:07 p.m.
Created at: April 17, 2026, 3:54 p.m.