Triple
T10986329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MacArthur BART station |
E259638
|
entity |
| Predicate | hasTransitOrientedDevelopment |
P68895
|
FINISHED |
| Object | MacArthur Transit Village |
E564864
|
NE FINISHED |
How this triple was built (2 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 BART 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 BART station, hasTransitOrientedDevelopment, MacArthur Transit Village]
-
A.
MacArthur Transit Village
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d787b2e4a88190a81504eee77e2298 |
completed | April 9, 2026, 11:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e344e9c66c81909163cea6aa9276e0 |
completed | April 18, 2026, 8:46 a.m. |
Created at: April 8, 2026, 9:24 p.m.