Triple

T4954627
Position Surface form Disambiguated ID Type / Status
Subject LEED for Neighborhood Development E111250 entity
Predicate hasCategory P87 FINISHED
Object Neighborhood Pattern and Design E69866 NE FINISHED

How this triple was built (2 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: Neighborhood Pattern and Design | Statement: [LEED for Neighborhood Development, hasCategory, Neighborhood Pattern and Design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neighborhood Pattern and Design
Context triple: [LEED for Neighborhood Development, hasCategory, Neighborhood Pattern and Design]
  • A. LEED for Neighborhood Development
    LEED for Neighborhood Development is a sustainability-focused rating system that evaluates and certifies entire neighborhoods for their smart growth, urban design, and environmental performance.
  • B. Town Planning in Practice
    Town Planning in Practice is a seminal early 20th-century book on urban planning that helped shape modern town planning principles and the garden city movement.
  • C. 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.
  • D. The New Exploration: A Philosophy of Regional Planning
    The New Exploration: A Philosophy of Regional Planning is a seminal work by Benton MacKaye that articulates a visionary framework for integrating environmental conservation, regional development, and human well-being in land-use planning.
  • E. New Urbanism chosen
    New Urbanism is an urban design movement that promotes walkable, mixed-use, human-scaled neighborhoods as an alternative to car-dependent suburban sprawl.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71b945c0819082723712905f8295 completed March 20, 2026, 4:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81da92b48190ab41ad8f7a891544 completed March 21, 2026, 11:32 a.m.
Created at: March 20, 2026, 1:32 p.m.