Triple

T28345332
Position Surface form Disambiguated ID Type / Status
Subject Pilar E717933 entity
Predicate urbanDevelopmentPattern P37688 FINISHED
Object expansion of gated communities LITERAL FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's LITERAL type shown above.

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: expansion of gated communities | Statement: [Pilar, urbanDevelopmentPattern, expansion of gated communities]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: urbanDevelopmentPattern
Context triple: [Pilar, urbanDevelopmentPattern, expansion of gated communities]
  • A. urbanDevelopmentType
    Indicates the specific category or nature of urban development associated with or applied to an entity (e.g., residential, commercial, mixed-use).
  • B. urbanDevelopmentIncludes
    Indicates that a broader urban development plan or project encompasses or contains specific components, features, or activities.
  • C. urbanDevelopment
    Indicates the process or activities through which urban areas are planned, expanded, or transformed, including changes to infrastructure, land use, and the built environment.
  • D. urbanDevelopmentLinkedTo
    Indicates a relationship where changes or activities in urban development are causally or correlationally connected to another factor, condition, or outcome.
  • E. urbanMorphology chosen
    Indicates the spatial form, structure, and layout relationships that characterize the physical configuration of an urban area.
  • F. None of above.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69eff6eb30388190b898b96c4be6f49d elicitation completed
NER batch_69f6645ba71c81908044ade6ab577018 ner completed
PD batch_69f663362c008190a22afed262f1e426 pd completed
Created at: April 28, 2026, 12:42 a.m.