Triple
T4595242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fashion District |
E100186
|
entity |
| Predicate | businessImprovementDistrict |
P58196
|
FINISHED |
| Object | LA Fashion District BID |
E100186
|
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: LA Fashion District BID | Statement: [Fashion District, businessImprovementDistrict, LA Fashion District BID]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LA Fashion District BID Context triple: [Fashion District, businessImprovementDistrict, LA Fashion District BID]
-
A.
Fashion District
Fashion District is a downtown Toronto neighborhood known for its historic garment industry roots, trendy boutiques, and vibrant urban culture.
-
B.
Fashion District
chosen
The Fashion District is a vibrant neighborhood in Downtown Los Angeles known as a major hub for wholesale and retail apparel, textiles, and accessories.
-
C.
Garment District Alliance
Garment District Alliance is a business improvement district organization that manages services, advocacy, and neighborhood development for New York City’s Garment District.
-
D.
Hollywood and Highland Center
Hollywood and Highland Center is a major shopping, dining, and entertainment complex in Los Angeles that includes the Dolby Theatre, home of the Academy Awards.
-
E.
Culver City Arts District
Culver City Arts District is a vibrant Los Angeles-area neighborhood known for its dense concentration of contemporary art galleries, creative studios, and design-focused businesses.
- 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: businessImprovementDistrict Context triple: [Fashion District, businessImprovementDistrict, LA Fashion District BID]
-
A.
urbanRedevelopmentArea
Indicates that a location is designated for concentrated urban renewal activities such as redevelopment, revitalization, or land-use transformation.
-
B.
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.
-
C.
hasBusinessDistrict
Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
-
D.
urbanPlanningFunction
Indicates a functional role or purpose that something serves within the planning, organization, or management of urban spaces and infrastructure.
-
E.
cityDistrictFunction
Indicates that a specific function, role, or land-use purpose is assigned to or characterizes a particular district within a city.
- 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_69bd43cbc014819098b45f435908f88a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd593f25888190a4f219e4da494764 |
completed | March 20, 2026, 2:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa4552148190be200be028ef3fdd |
completed | March 21, 2026, 1:54 a.m. |
| PD | Predicate disambiguation | batch_69bd522c811c81909aae4feadae33174 |
completed | March 20, 2026, 1:57 p.m. |
| PDg | Predicate description generation | batch_69bd56b4a9508190acdb888eef18f1ee |
completed | March 20, 2026, 2:16 p.m. |
Created at: March 20, 2026, 1:11 p.m.