Triple
T6035606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MacArthur station |
E134411
|
entity |
| Predicate | hasTransitOrientedDevelopment |
P68895
|
FINISHED |
| Object |
MacArthur Transit Village
MacArthur Transit Village is a mixed-use, transit-oriented development built around Oakland’s MacArthur BART station, combining housing, retail, and pedestrian-friendly design to encourage public transit use.
|
E564864
|
NE FINISHED |
How this triple was built (5 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: MacArthur Transit Village | Statement: [MacArthur station, hasTransitOrientedDevelopment, MacArthur Transit Village]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MacArthur Transit Village Context triple: [MacArthur station, hasTransitOrientedDevelopment, MacArthur Transit Village]
-
A.
MacArthur Park Historic District
MacArthur Park Historic District is a historic area in Little Rock, Arkansas, known for its preserved 19th- and early 20th-century architecture, cultural institutions, and role in the city’s military and civic history.
-
B.
Forrestal Village
Forrestal Village is a residential and support complex associated with Naval Station Great Lakes that provides housing and community services for Navy personnel and their families.
-
C.
Starrett City
Starrett City is a large residential housing complex in Brooklyn, New York, known for its high-rise apartment buildings and diverse, middle-income community.
-
D.
Atwater Village
Atwater Village is a vibrant, historically diverse neighborhood in northeast Los Angeles known for its walkable streets, independent shops, and growing arts and dining scene.
-
E.
Mobility District
Mobility District is one of Expo 2020 Dubai’s main themed zones, dedicated to showcasing innovations and ideas around movement, transportation, and the seamless flow of people, goods, and information.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: MacArthur Transit Village Triple: [MacArthur station, hasTransitOrientedDevelopment, MacArthur Transit Village]
Generated description
MacArthur Transit Village is a mixed-use, transit-oriented development built around Oakland’s MacArthur BART station, combining housing, retail, and pedestrian-friendly design to encourage public transit use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MacArthur Transit Village Target entity description: MacArthur Transit Village is a mixed-use, transit-oriented development built around Oakland’s MacArthur BART station, combining housing, retail, and pedestrian-friendly design to encourage public transit use.
-
A.
MacArthur Park Historic District
MacArthur Park Historic District is a historic area in Little Rock, Arkansas, known for its preserved 19th- and early 20th-century architecture, cultural institutions, and role in the city’s military and civic history.
-
B.
Forrestal Village
Forrestal Village is a residential and support complex associated with Naval Station Great Lakes that provides housing and community services for Navy personnel and their families.
-
C.
Starrett City
Starrett City is a large residential housing complex in Brooklyn, New York, known for its high-rise apartment buildings and diverse, middle-income community.
-
D.
Atwater Village
Atwater Village is a vibrant, historically diverse neighborhood in northeast Los Angeles known for its walkable streets, independent shops, and growing arts and dining scene.
-
E.
Mobility District
Mobility District is one of Expo 2020 Dubai’s main themed zones, dedicated to showcasing innovations and ideas around movement, transportation, and the seamless flow of people, goods, and information.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTransitOrientedDevelopment Context triple: [MacArthur station, hasTransitOrientedDevelopment, MacArthur Transit Village]
-
A.
hasMajorPublicTransitSystem
Indicates that a place possesses a significant, widely used public transportation network (such as buses, subways, or trains) that serves a large portion of its population.
-
B.
hasPublicTransitInfrastructure
Indicates that a location or area is equipped with facilities and systems that support public transportation services (e.g., buses, trains, trams).
-
C.
hasWellDevelopedPublicTransport
Indicates that a place possesses an extensive, efficient, and accessible public transportation system that adequately serves the mobility needs of its population.
-
D.
hasMetroOrTransitProject
Indicates that there exists a metro or public transit project associated with, planned for, or implemented by the referenced entity.
-
E.
hasPublicTransitRole
Indicates that an entity holds a specific functional role or responsibility within a public transit system.
- F. None of above. chosen
Provenance (7 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_69c00875db5c819099dd5bb833ec43c2 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056b4e3ec819089b2d119ea2953fe |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1138cb2388190a80562a835388dc3 |
completed | March 23, 2026, 10:18 a.m. |
| NEDg | Description generation | batch_69c11551bec88190be77db3ec96045ad |
completed | March 23, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c115f88e948190a3ea11b33742779c |
completed | March 23, 2026, 10:29 a.m. |
| PD | Predicate disambiguation | batch_69c049e9a68c81909da0cfe4779ce9b5 |
completed | March 22, 2026, 7:58 p.m. |
| PDg | Predicate description generation | batch_69c04e8c5bfc8190b986a7071d1b23e3 |
completed | March 22, 2026, 8:18 p.m. |
Created at: March 22, 2026, 4:08 p.m.