Triple
T20813077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Parkmerced neighborhood |
E512362
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
West of Twin Peaks neighborhoods of San Francisco
The West of Twin Peaks neighborhoods of San Francisco are a collection of primarily residential, often hillside communities in the city’s southwestern area, known for their suburban feel, winding streets, and views around the Twin Peaks area.
|
E1451416
|
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: West of Twin Peaks neighborhoods of San Francisco | Statement: [Parkmerced neighborhood, partOf, West of Twin Peaks neighborhoods of San Francisco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West of Twin Peaks neighborhoods of San Francisco Context triple: [Parkmerced neighborhood, partOf, West of Twin Peaks neighborhoods of San Francisco]
-
A.
San Francisco residential neighborhoods
San Francisco residential neighborhoods are the city’s primarily housing-focused districts, ranging from quiet, family-oriented areas to dense, mixed-use communities that reflect its diverse cultures and historic character.
-
B.
West Side of San Francisco
The West Side of San Francisco is a largely residential, coastal area of the city known for its foggy weather, expansive beaches, and neighborhoods like the Sunset District.
-
C.
Western Addition area of San Francisco
The Western Addition area of San Francisco is a historically diverse, centrally located neighborhood known for its Victorian architecture, cultural institutions, and proximity to districts like Japantown and Fillmore.
-
D.
Northwest San Francisco
Northwest San Francisco is a largely residential, scenic section of San Francisco that includes affluent neighborhoods, coastal bluffs, and access to parks and the Golden Gate.
-
E.
Outer Sunset neighborhood
The Outer Sunset neighborhood is a foggy, laid-back residential district on San Francisco’s western edge, known for its beach access, surf culture, and low-key local eateries.
- 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: West of Twin Peaks neighborhoods of San Francisco Triple: [Parkmerced neighborhood, partOf, West of Twin Peaks neighborhoods of San Francisco]
Generated description
The West of Twin Peaks neighborhoods of San Francisco are a collection of primarily residential, often hillside communities in the city’s southwestern area, known for their suburban feel, winding streets, and views around the Twin Peaks area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West of Twin Peaks neighborhoods of San Francisco Target entity description: The West of Twin Peaks neighborhoods of San Francisco are a collection of primarily residential, often hillside communities in the city’s southwestern area, known for their suburban feel, winding streets, and views around the Twin Peaks area.
-
A.
San Francisco residential neighborhoods
San Francisco residential neighborhoods are the city’s primarily housing-focused districts, ranging from quiet, family-oriented areas to dense, mixed-use communities that reflect its diverse cultures and historic character.
-
B.
West Side of San Francisco
The West Side of San Francisco is a largely residential, coastal area of the city known for its foggy weather, expansive beaches, and neighborhoods like the Sunset District.
-
C.
Western Addition area of San Francisco
The Western Addition area of San Francisco is a historically diverse, centrally located neighborhood known for its Victorian architecture, cultural institutions, and proximity to districts like Japantown and Fillmore.
-
D.
Northwest San Francisco
Northwest San Francisco is a largely residential, scenic section of San Francisco that includes affluent neighborhoods, coastal bluffs, and access to parks and the Golden Gate.
-
E.
Outer Sunset neighborhood
The Outer Sunset neighborhood is a foggy, laid-back residential district on San Francisco’s western edge, known for its beach access, surf culture, and low-key local eateries.
- 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_69e0b4cd25088190b48ca9700cd24efc |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2d415688190b66adc44d4df9bbb |
completed | April 21, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08f8cdb5d08190a8925efe00fef10e |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08f9f7aff481908283ffe92d95646d |
completed | May 16, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08faa15c488190b7a3ed000c093be7 |
completed | May 16, 2026, 11:15 p.m. |
Created at: April 16, 2026, 12:40 p.m.