Triple

T4995525
Position Surface form Disambiguated ID Type / Status
Subject South Quay Plaza E112236 entity
Predicate developer P73 FINISHED
Object Berkeley Homes
Berkeley Homes is a major UK residential property developer known for building large-scale urban regeneration and high-rise housing projects, particularly in London.
 E484899 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: Berkeley Homes | Statement: [South Quay Plaza, developer, Berkeley Homes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkeley Homes
Context triple: [South Quay Plaza, developer, Berkeley Homes]
  • A. Weston Homes
    Weston Homes is a British residential property developer known for building and regenerating housing developments, particularly in the South East of England.
  • B. William Green Homes
    William Green Homes was a public housing complex that formed part of Chicago’s larger Cabrini–Green housing project, known for its high-rise buildings and association with urban poverty and crime.
  • C. McDonald Jones Homes
    McDonald Jones Homes is an Australian residential home building company known for designing and constructing project homes, particularly in New South Wales.
  • D. Rockridge
    Rockridge is a vibrant, upscale Oakland neighborhood known for its tree-lined streets, popular College Avenue shopping and dining district, and convenient BART access.
  • E. Mattamy Homes
    Mattamy Homes is a large Canadian homebuilding company known for developing master-planned communities across North America.
  • 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: Berkeley Homes
Triple: [South Quay Plaza, developer, Berkeley Homes]
Generated description
Berkeley Homes is a major UK residential property developer known for building large-scale urban regeneration and high-rise housing projects, particularly in London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkeley Homes
Target entity description: Berkeley Homes is a major UK residential property developer known for building large-scale urban regeneration and high-rise housing projects, particularly in London.
  • A. Weston Homes
    Weston Homes is a British residential property developer known for building and regenerating housing developments, particularly in the South East of England.
  • B. William Green Homes
    William Green Homes was a public housing complex that formed part of Chicago’s larger Cabrini–Green housing project, known for its high-rise buildings and association with urban poverty and crime.
  • C. McDonald Jones Homes
    McDonald Jones Homes is an Australian residential home building company known for designing and constructing project homes, particularly in New South Wales.
  • D. Rockridge
    Rockridge is a vibrant, upscale Oakland neighborhood known for its tree-lined streets, popular College Avenue shopping and dining district, and convenient BART access.
  • E. Mattamy Homes
    Mattamy Homes is a large Canadian homebuilding company known for developing master-planned communities across North America.
  • 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_69bd4432b32c81909f3b3c6bd10f0653 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72a0122c8190bb2fc655f3bc11b0 completed March 20, 2026, 4:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a30bb988190939e1ca5226e1dd4 completed March 21, 2026, 12:08 p.m.
NEDg Description generation batch_69be8b15879881908ec5ee997daca3cb completed March 21, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_69be8bc2fc088190a13995f9230adea2 completed March 21, 2026, 12:14 p.m.
Created at: March 20, 2026, 1:34 p.m.