Triple
T4569255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muni Metro T Third Street line |
E122988
|
entity |
| Predicate | servesDistrict |
P82
|
FINISHED |
| Object |
Bayview–Hunters Point
Bayview–Hunters Point is a historically working-class, predominantly African American neighborhood in southeastern San Francisco undergoing significant redevelopment and gentrification.
|
E454387
|
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: Bayview–Hunters Point | Statement: [Muni Metro T Third Street line, servesDistrict, Bayview–Hunters Point]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bayview–Hunters Point Context triple: [Muni Metro T Third Street line, servesDistrict, Bayview–Hunters Point]
-
A.
Hunters Point
Hunters Point is a waterfront neighborhood in Long Island City, Queens, known for its rapid residential development, skyline views of Manhattan, and a mix of industrial heritage and modern high-rises.
-
B.
Eureka Valley
Eureka Valley is a San Francisco neighborhood best known for encompassing the historic and culturally significant Castro District, a major center of LGBTQ+ life and activism.
-
C.
Western Addition
Western Addition is a historic San Francisco neighborhood known for its Victorian architecture, diverse communities, and proximity to areas like Alamo Square and Japantown.
-
D.
Sunset District
Sunset District is a largely residential, foggy neighborhood on the western side of San Francisco, known for its grid streets, proximity to Ocean Beach, and diverse local eateries.
-
E.
Marin City
Marin City is an unincorporated, historically diverse community in southern Marin County, California, located near Sausalito just north of the Golden Gate Bridge.
- 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: Bayview–Hunters Point Triple: [Muni Metro T Third Street line, servesDistrict, Bayview–Hunters Point]
Generated description
Bayview–Hunters Point is a historically working-class, predominantly African American neighborhood in southeastern San Francisco undergoing significant redevelopment and gentrification.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bayview–Hunters Point Target entity description: Bayview–Hunters Point is a historically working-class, predominantly African American neighborhood in southeastern San Francisco undergoing significant redevelopment and gentrification.
-
A.
Hunters Point
Hunters Point is a waterfront neighborhood in Long Island City, Queens, known for its rapid residential development, skyline views of Manhattan, and a mix of industrial heritage and modern high-rises.
-
B.
Eureka Valley
Eureka Valley is a San Francisco neighborhood best known for encompassing the historic and culturally significant Castro District, a major center of LGBTQ+ life and activism.
-
C.
Western Addition
Western Addition is a historic San Francisco neighborhood known for its Victorian architecture, diverse communities, and proximity to areas like Alamo Square and Japantown.
-
D.
Sunset District
Sunset District is a largely residential, foggy neighborhood on the western side of San Francisco, known for its grid streets, proximity to Ocean Beach, and diverse local eateries.
-
E.
Marin City
Marin City is an unincorporated, historically diverse community in southern Marin County, California, located near Sausalito just north of the Golden Gate Bridge.
- 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_69bd46466c7081909d07f36be2d08804 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd58a0dfbc81909b5023f0c29addaf |
completed | March 20, 2026, 2:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdd3bf54448190a7e65cee1a5c48e3 |
completed | March 20, 2026, 11:09 p.m. |
| NEDg | Description generation | batch_69bdd9d583248190ab8e3d5b9b34bd0f |
completed | March 20, 2026, 11:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdda765f18819088cacca8fae77084 |
completed | March 20, 2026, 11:38 p.m. |
Created at: March 20, 2026, 1:10 p.m.