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.