Triple

T5240099
Position Surface form Disambiguated ID Type / Status
Subject St. Lawrence E118317 entity
Predicate developmentModel P2006 FINISHED
Object St. Lawrence Neighbourhood social housing and mixed-income model
The St. Lawrence Neighbourhood social housing and mixed-income model is an influential urban planning and housing approach that integrates subsidized and market-rate units in a dense, walkable, mixed-use community to promote social diversity and livability.
E505182 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: St. Lawrence Neighbourhood social housing and mixed-income model | Statement: [St. Lawrence, developmentModel, St. Lawrence Neighbourhood social housing and mixed-income model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: St. Lawrence Neighbourhood social housing and mixed-income model
Context triple: [St. Lawrence, developmentModel, St. Lawrence Neighbourhood social housing and mixed-income model]
  • A. Regulator of Social Housing
    The Regulator of Social Housing is a public body in England responsible for ensuring that social housing providers are well-governed, financially viable, and deliver safe, quality homes for tenants.
  • B. Wyandanch Village transit-oriented development
    Wyandanch Village transit-oriented development is a mixed-use, pedestrian-focused redevelopment project in Wyandanch, New York, designed to revitalize the area with new housing, retail, and public spaces centered around mass transit access.
  • C. Kreisman Center on Housing and Law
    The Kreisman Center on Housing and Law is a University of Chicago Law School research hub focused on the intersection of housing policy, urban development, and legal frameworks.
  • D. New York State Mitchell-Lama Housing Program
    The New York State Mitchell-Lama Housing Program is a government initiative that provides affordable rental and cooperative housing to moderate- and middle-income residents through subsidies and tax incentives to private developers.
  • E. Mitchell-Lama Housing Program
    The Mitchell-Lama Housing Program is a New York State initiative that provides affordable rental and cooperative housing to moderate- and middle-income families through government-subsidized developments.
  • 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: St. Lawrence Neighbourhood social housing and mixed-income model
Triple: [St. Lawrence, developmentModel, St. Lawrence Neighbourhood social housing and mixed-income model]
Generated description
The St. Lawrence Neighbourhood social housing and mixed-income model is an influential urban planning and housing approach that integrates subsidized and market-rate units in a dense, walkable, mixed-use community to promote social diversity and livability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: St. Lawrence Neighbourhood social housing and mixed-income model
Target entity description: The St. Lawrence Neighbourhood social housing and mixed-income model is an influential urban planning and housing approach that integrates subsidized and market-rate units in a dense, walkable, mixed-use community to promote social diversity and livability.
  • A. Regulator of Social Housing
    The Regulator of Social Housing is a public body in England responsible for ensuring that social housing providers are well-governed, financially viable, and deliver safe, quality homes for tenants.
  • B. Wyandanch Village transit-oriented development
    Wyandanch Village transit-oriented development is a mixed-use, pedestrian-focused redevelopment project in Wyandanch, New York, designed to revitalize the area with new housing, retail, and public spaces centered around mass transit access.
  • C. Kreisman Center on Housing and Law
    The Kreisman Center on Housing and Law is a University of Chicago Law School research hub focused on the intersection of housing policy, urban development, and legal frameworks.
  • D. New York State Mitchell-Lama Housing Program
    The New York State Mitchell-Lama Housing Program is a government initiative that provides affordable rental and cooperative housing to moderate- and middle-income residents through subsidies and tax incentives to private developers.
  • E. Mitchell-Lama Housing Program
    The Mitchell-Lama Housing Program is a New York State initiative that provides affordable rental and cooperative housing to moderate- and middle-income families through government-subsidized developments.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b2a52fc8190a22631e1853c74a3 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef8278cb88190aa1e0a42d2f8fe8d completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69bef91bb96c819098b7f6bfa578d9ca completed March 21, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69bef9dc9c908190aac0f7bcaf427dfc completed March 21, 2026, 8:04 p.m.
Created at: March 20, 2026, 1:49 p.m.