Triple

T3765897
Position Surface form Disambiguated ID Type / Status
Subject TAV Airports E82675 entity
Predicate subsidiary P258 FINISHED
Object ATÜ Duty Free
ATÜ Duty Free is a retail company specializing in duty-free shopping, primarily operating stores in airports and other travel hubs.
 E386834 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: ATÜ Duty Free | Statement: [TAV Airports, subsidiary, ATÜ Duty Free]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ATÜ Duty Free
Context triple: [TAV Airports, subsidiary, ATÜ Duty Free]
  • A. Dubai Duty Free
    Dubai Duty Free is a major airport retail operator based in Dubai, renowned for its extensive duty-free shopping outlets and significant contribution to the region’s travel and tourism industry.
  • B. StarFlyer
    StarFlyer is a Japanese airline known for its stylish black-themed aircraft and service-focused operations on domestic routes.
  • C. Chalhoub
    Chalhoub is the original family surname of the renowned Egyptian actor Omar Sharif, reflecting his Lebanese Christian heritage before he adopted his stage name.
  • D. Sky Mart
    Sky Mart is an elevated sidewalk and pedestrian walkway system in downtown Morristown, Tennessee, that connects buildings above street level.
  • E. Fortnum & Mason
    Fortnum & Mason is a historic and prestigious British department store in London, renowned for its luxury food halls, hampers, and fine goods.
  • 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: ATÜ Duty Free
Triple: [TAV Airports, subsidiary, ATÜ Duty Free]
Generated description
ATÜ Duty Free is a retail company specializing in duty-free shopping, primarily operating stores in airports and other travel hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ATÜ Duty Free
Target entity description: ATÜ Duty Free is a retail company specializing in duty-free shopping, primarily operating stores in airports and other travel hubs.
  • A. Dubai Duty Free
    Dubai Duty Free is a major airport retail operator based in Dubai, renowned for its extensive duty-free shopping outlets and significant contribution to the region’s travel and tourism industry.
  • B. StarFlyer
    StarFlyer is a Japanese airline known for its stylish black-themed aircraft and service-focused operations on domestic routes.
  • C. Chalhoub
    Chalhoub is the original family surname of the renowned Egyptian actor Omar Sharif, reflecting his Lebanese Christian heritage before he adopted his stage name.
  • D. Sky Mart
    Sky Mart is an elevated sidewalk and pedestrian walkway system in downtown Morristown, Tennessee, that connects buildings above street level.
  • E. Fortnum & Mason
    Fortnum & Mason is a historic and prestigious British department store in London, renowned for its luxury food halls, hampers, and fine goods.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfeb52081909c38103beb5dbdcd completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e5221ab08190a3599afbbd5dbc6e completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e5f07c7081908e1aae715984aac4 completed March 14, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69b4e6531b48819083c0d14c2ca4f7c1 completed March 14, 2026, 4:38 a.m.
Created at: March 8, 2026, 3:35 p.m.