Triple
T6811467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warm Springs/South Fremont station |
E156642
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Warm Springs district of Fremont
The Warm Springs district of Fremont is a southern Fremont, California neighborhood known for its residential communities, industrial and tech facilities, and proximity to major transit connections.
|
E620571
|
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 district of Fremont | Statement: [Warm Springs/South Fremont station, serves, Warm Springs district of Fremont]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warm Springs district of Fremont Context triple: [Warm Springs/South Fremont station, serves, Warm Springs district of Fremont]
-
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.
Historic downtown Fremont
Historic downtown Fremont is a preserved central district in Fremont, Nebraska, known for its historic architecture, local shops, and small-town Midwestern character.
-
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.
Fremont neighborhood
The Fremont neighborhood is a quirky, artsy district in Seattle known for its public art, eclectic shops, and vibrant waterfront along Lake Union.
-
E.
city of Fremont, California
The city of Fremont, California is a large, diverse suburban city in the San Francisco Bay Area known for its tech industry presence, high-ranking schools, and proximity to Silicon Valley.
- 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 district of Fremont Triple: [Warm Springs/South Fremont station, serves, Warm Springs district of Fremont]
Generated description
The Warm Springs district of Fremont is a southern Fremont, California neighborhood known for its residential communities, industrial and tech facilities, and proximity to major transit connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warm Springs district of Fremont Target entity description: The Warm Springs district of Fremont is a southern Fremont, California neighborhood known for its residential communities, industrial and tech facilities, and proximity to major transit connections.
-
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.
Historic downtown Fremont
Historic downtown Fremont is a preserved central district in Fremont, Nebraska, known for its historic architecture, local shops, and small-town Midwestern character.
-
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.
Fremont neighborhood
The Fremont neighborhood is a quirky, artsy district in Seattle known for its public art, eclectic shops, and vibrant waterfront along Lake Union.
-
E.
city of Fremont, California
The city of Fremont, California is a large, diverse suburban city in the San Francisco Bay Area known for its tech industry presence, high-ranking schools, and proximity to Silicon Valley.
- 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.