Triple
T6811499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warm Springs/South Fremont station |
E156642
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Warm Springs/South Fremont Transit-Oriented Development area
The Warm Springs/South Fremont Transit-Oriented Development area is a planned mixed-use urban district in Fremont, California, designed to cluster housing, jobs, and amenities around the Warm Springs/South Fremont BART station to promote transit use and walkability.
|
E620572
|
NE FINISHED |
How this triple was built (4 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: Warm Springs/South Fremont Transit-Oriented Development area | Statement: [Warm Springs/South Fremont station, adjacentTo, Warm Springs/South Fremont Transit-Oriented Development area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warm Springs/South Fremont Transit-Oriented Development area Context triple: [Warm Springs/South Fremont station, adjacentTo, Warm Springs/South Fremont Transit-Oriented Development area]
-
A.
Central Fremont
Central Fremont is a major district in Fremont, California, encompassing the city’s downtown core, transit hubs, and a mix of residential, commercial, and civic areas.
-
B.
Sandy Area Metro
Sandy Area Metro is the public transit system serving the city of Sandy, Oregon and its surrounding area.
-
C.
Fremont East Entertainment District
Fremont East Entertainment District is a revitalized nightlife and cultural hub in downtown Las Vegas known for its bars, restaurants, live music venues, and vintage neon signage.
-
D.
Aptos Village
Aptos Village is a small commercial and residential hub within the coastal community of Aptos in Santa Cruz County, California, known for its local shops, eateries, and village-style atmosphere.
-
E.
Opportunity District
Opportunity District is one of the three main themed zones at Expo 2020 Dubai, focused on social impact, unlocking human potential, and sustainable development initiatives.
- 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: Warm Springs/South Fremont Transit-Oriented Development area Triple: [Warm Springs/South Fremont station, adjacentTo, Warm Springs/South Fremont Transit-Oriented Development area]
Generated description
The Warm Springs/South Fremont Transit-Oriented Development area is a planned mixed-use urban district in Fremont, California, designed to cluster housing, jobs, and amenities around the Warm Springs/South Fremont BART station to promote transit use and walkability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warm Springs/South Fremont Transit-Oriented Development area Target entity description: The Warm Springs/South Fremont Transit-Oriented Development area is a planned mixed-use urban district in Fremont, California, designed to cluster housing, jobs, and amenities around the Warm Springs/South Fremont BART station to promote transit use and walkability.
-
A.
Central Fremont
Central Fremont is a major district in Fremont, California, encompassing the city’s downtown core, transit hubs, and a mix of residential, commercial, and civic areas.
-
B.
Sandy Area Metro
Sandy Area Metro is the public transit system serving the city of Sandy, Oregon and its surrounding area.
-
C.
Fremont East Entertainment District
Fremont East Entertainment District is a revitalized nightlife and cultural hub in downtown Las Vegas known for its bars, restaurants, live music venues, and vintage neon signage.
-
D.
Aptos Village
Aptos Village is a small commercial and residential hub within the coastal community of Aptos in Santa Cruz County, California, known for its local shops, eateries, and village-style atmosphere.
-
E.
Opportunity District
Opportunity District is one of the three main themed zones at Expo 2020 Dubai, focused on social impact, unlocking human potential, and sustainable development initiatives.
- 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_69c68828b26c819090fe9df7612bbc27 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d327e37081909d576e6eff9eec97 |
completed | March 27, 2026, 6:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71aa7dc3c81909ef422b5c51ae6be |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71e7cd6448190845888760c677eda |
completed | March 28, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71edd37048190bf4de088ad9f11de |
completed | March 28, 2026, 12:20 a.m. |
Created at: March 27, 2026, 2:16 p.m.