Triple

T4413236
Position Surface form Disambiguated ID Type / Status
Subject JW Marriott Marquis Hotel Dubai E94899 entity
Predicate mainContractor P7138 FINISHED
Object Brookfield Multiplex
Brookfield Multiplex is a global construction and engineering contractor known for delivering large-scale, high-profile commercial and mixed-use developments, particularly in the Middle East and other major international markets.
 E436945 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: Brookfield Multiplex | Statement: [JW Marriott Marquis Hotel Dubai, mainContractor, Brookfield Multiplex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brookfield Multiplex
Context triple: [JW Marriott Marquis Hotel Dubai, mainContractor, Brookfield Multiplex]
  • A. Cinema City
    Cinema City is a European cinema chain brand operated by Cineworld Group, known for its multiplex movie theaters across several countries.
  • B. Brookfield Place (New York City)
    Brookfield Place (New York City) is a prominent waterfront commercial complex in Lower Manhattan known for its luxury retail, office towers, and glass-enclosed Winter Garden atrium overlooking the Hudson River.
  • C. Whittier Village Cinemas
    Whittier Village Cinemas is a local movie theater complex serving as a popular entertainment hub in downtown Whittier, California.
  • D. Southland Center
    Southland Center is a regional shopping mall located in Taylor, Michigan, featuring a variety of retail stores, dining options, and services.
  • E. Millennium Place
    Millennium Place is a public square in Coventry, England, known for its modern design and central location near major cultural attractions such as the Coventry Transport Museum.
  • 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: Brookfield Multiplex
Triple: [JW Marriott Marquis Hotel Dubai, mainContractor, Brookfield Multiplex]
Generated description
Brookfield Multiplex is a global construction and engineering contractor known for delivering large-scale, high-profile commercial and mixed-use developments, particularly in the Middle East and other major international markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brookfield Multiplex
Target entity description: Brookfield Multiplex is a global construction and engineering contractor known for delivering large-scale, high-profile commercial and mixed-use developments, particularly in the Middle East and other major international markets.
  • A. Cinema City
    Cinema City is a European cinema chain brand operated by Cineworld Group, known for its multiplex movie theaters across several countries.
  • B. Brookfield Place (New York City)
    Brookfield Place (New York City) is a prominent waterfront commercial complex in Lower Manhattan known for its luxury retail, office towers, and glass-enclosed Winter Garden atrium overlooking the Hudson River.
  • C. Whittier Village Cinemas
    Whittier Village Cinemas is a local movie theater complex serving as a popular entertainment hub in downtown Whittier, California.
  • D. Southland Center
    Southland Center is a regional shopping mall located in Taylor, Michigan, featuring a variety of retail stores, dining options, and services.
  • E. Millennium Place
    Millennium Place is a public square in Coventry, England, known for its modern design and central location near major cultural attractions such as the Coventry Transport Museum.
  • 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b354e7b30c819082ee781dd202dcc4 completed March 13, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f617012481908b8f1a9a1bc5efaf completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f674c94c81908327336dd4380d2e completed March 14, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5f719d008819090a35e3597a0089f completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:29 p.m.