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.