Triple

T10989857
Position Surface form Disambiguated ID Type / Status
Subject Chinatown (Boston) E259727 entity
Predicate planningDistrict P55551 FINISHED
Object Boston Planning & Development Agency Chinatown planning area E130687 NE FINISHED

How this triple was built (3 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: Boston Planning & Development Agency Chinatown planning area | Statement: [Chinatown (Boston), planningDistrict, Boston Planning & Development Agency Chinatown planning area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boston Planning & Development Agency Chinatown planning area
Context triple: [Chinatown (Boston), planningDistrict, Boston Planning & Development Agency Chinatown planning area]
  • A. Boston Chinatown Neighborhood Center
    Boston Chinatown Neighborhood Center is a community-based nonprofit organization in Boston’s Chinatown that provides social, educational, and family services to local residents, particularly immigrant and low-income families.
  • B. Chinatown (Boston)
    Chinatown (Boston) is a historic downtown neighborhood that serves as the cultural and commercial center for Boston’s Chinese and broader Asian-American communities, known for its restaurants, markets, and vibrant street life.
  • C. Boston Town Area Committee
    The Boston Town Area Committee is a local governing body responsible for representing and managing community affairs within the town area of Boston in Lincolnshire, England.
  • D. Chinatown neighborhood of Boston chosen
    The Chinatown neighborhood of Boston is a vibrant, densely populated urban district known for its Chinese-American community, cultural institutions, and diverse Asian restaurants and shops.
  • E. Chinatown area
    Chinatown area is a historic downtown Washington, D.C. neighborhood known for its Chinese cultural heritage, restaurants, and iconic Friendship Archway.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: planningDistrict
Context triple: [Chinatown (Boston), planningDistrict, Boston Planning & Development Agency Chinatown planning area]
  • A. partOfPlanningRegion chosen
    Indicates that one entity is included within, or belongs to, a larger designated planning region.
  • B. cityOfPlanning
    Indicates the city where the planning or design activities for something (e.g., a project, event, or development) are carried out.
  • C. urbanPlanningFunction
    Indicates a functional role or purpose that something serves within the planning, organization, or management of urban spaces and infrastructure.
  • D. cityPlanningDesignation
    Indicates how an area is officially classified or designated within urban or municipal planning (e.g., residential, commercial, industrial).
  • E. plannedArea
    Indicates that an area is designated or intended for a specific planned use or development.
  • F. None of above.

Provenance (4 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d787b6d0b48190aaf959e2609d34e5 completed April 9, 2026, 11:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69e344f95ab88190bbce8f0eab0b2713 completed April 18, 2026, 8:46 a.m.
PD Predicate disambiguation batch_69d72e9055908190b438f039574aaaaf completed April 9, 2026, 4:44 a.m.
Created at: April 8, 2026, 9:24 p.m.