Triple

T13941084
Position Surface form Disambiguated ID Type / Status
Subject Al Mana Group E335253 entity
Predicate hasSubsidiary P254 FINISHED
Object Al Mana Hospitality
Al Mana Hospitality is a Qatar-based hospitality company that operates and manages a portfolio of restaurants, cafes, and food and beverage brands under the Al Mana Group.
E1070410 NE FINISHED

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: Al Mana Hospitality | Statement: [Al Mana Group, hasSubsidiary, Al Mana Hospitality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Al Mana Hospitality
Context triple: [Al Mana Group, hasSubsidiary, Al Mana Hospitality]
  • A. Moto Hospitality
    Moto Hospitality is a major UK operator of motorway service areas, providing fuel, food, and rest facilities along key road networks.
  • B. Katara Hospitality
    Katara Hospitality is a Qatar-based global hotel owner, developer, and operator known for its portfolio of luxury and iconic properties around the world.
  • C. HKS Hospitality
    HKS Hospitality is a specialized division of the global architecture firm HKS, Inc. focused on designing hotels, resorts, and other hospitality-related environments.
  • D. Legends Hospitality
    Legends Hospitality is a premium sports and entertainment hospitality company that manages venue experiences, concessions, and guest services for major stadiums and attractions.
  • E. Mori Hospitality Corporation
    Mori Hospitality Corporation is a Japanese hospitality company within the Mori Building Group that manages and operates the group’s hotels and related guest services.
  • 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: Al Mana Hospitality
Triple: [Al Mana Group, hasSubsidiary, Al Mana Hospitality]
Generated description
Al Mana Hospitality is a Qatar-based hospitality company that operates and manages a portfolio of restaurants, cafes, and food and beverage brands under the Al Mana Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Al Mana Hospitality
Target entity description: Al Mana Hospitality is a Qatar-based hospitality company that operates and manages a portfolio of restaurants, cafes, and food and beverage brands under the Al Mana Group.
  • A. Moto Hospitality
    Moto Hospitality is a major UK operator of motorway service areas, providing fuel, food, and rest facilities along key road networks.
  • B. Katara Hospitality
    Katara Hospitality is a Qatar-based global hotel owner, developer, and operator known for its portfolio of luxury and iconic properties around the world.
  • C. HKS Hospitality
    HKS Hospitality is a specialized division of the global architecture firm HKS, Inc. focused on designing hotels, resorts, and other hospitality-related environments.
  • D. Legends Hospitality
    Legends Hospitality is a premium sports and entertainment hospitality company that manages venue experiences, concessions, and guest services for major stadiums and attractions.
  • E. Mori Hospitality Corporation
    Mori Hospitality Corporation is a Japanese hospitality company within the Mori Building Group that manages and operates the group’s hotels and related guest services.
  • F. None of above. chosen

Provenance (5 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_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf6e29881908ddb8efca9a456a3 completed April 14, 2026, 12:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce8bbd8c819084703298ed6d9c87 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69fb14bfa2c081908381bb74f040c6c8 completed May 6, 2026, 10:15 a.m.
Created at: April 9, 2026, 10:17 p.m.