Triple
T8775087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grafton, Wisconsin |
E208559
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
North Shore of Milwaukee metropolitan area
The North Shore of the Milwaukee metropolitan area is an affluent suburban region along Lake Michigan, just north of Milwaukee, known for its residential communities, good schools, and proximity to the city.
|
E756306
|
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: North Shore of Milwaukee metropolitan area | Statement: [Grafton, Wisconsin, locatedIn, North Shore of Milwaukee metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Shore of Milwaukee metropolitan area Context triple: [Grafton, Wisconsin, locatedIn, North Shore of Milwaukee metropolitan area]
-
A.
North Shore region of Chicago metropolitan area
The North Shore region of the Chicago metropolitan area is an affluent suburban stretch along Lake Michigan known for its historic homes, high-ranking schools, and picturesque residential communities north of the city.
-
B.
South Shore area of Chicago
The South Shore area of Chicago is a historic, predominantly residential South Side neighborhood along Lake Michigan known for its lakefront parks, beaches, and cultural diversity.
-
C.
Northwest Side of Chicago
The Northwest Side of Chicago is a largely residential, ethnically diverse area of the city known for its bungalow neighborhoods, strong middle-class communities, and proximity to O'Hare International Airport.
-
D.
Northwest Suburbs of Chicago
The Northwest Suburbs of Chicago are a cluster of predominantly residential, commuter-friendly communities northwest of Chicago known for their strong school districts, shopping centers, and suburban lifestyle.
-
E.
Northeastern Wisconsin
Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River 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: North Shore of Milwaukee metropolitan area Triple: [Grafton, Wisconsin, locatedIn, North Shore of Milwaukee metropolitan area]
Generated description
The North Shore of the Milwaukee metropolitan area is an affluent suburban region along Lake Michigan, just north of Milwaukee, known for its residential communities, good schools, and proximity to the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Shore of Milwaukee metropolitan area Target entity description: The North Shore of the Milwaukee metropolitan area is an affluent suburban region along Lake Michigan, just north of Milwaukee, known for its residential communities, good schools, and proximity to the city.
-
A.
North Shore region of Chicago metropolitan area
The North Shore region of the Chicago metropolitan area is an affluent suburban stretch along Lake Michigan known for its historic homes, high-ranking schools, and picturesque residential communities north of the city.
-
B.
South Shore area of Chicago
The South Shore area of Chicago is a historic, predominantly residential South Side neighborhood along Lake Michigan known for its lakefront parks, beaches, and cultural diversity.
-
C.
Northwest Side of Chicago
The Northwest Side of Chicago is a largely residential, ethnically diverse area of the city known for its bungalow neighborhoods, strong middle-class communities, and proximity to O'Hare International Airport.
-
D.
Northwest Suburbs of Chicago
The Northwest Suburbs of Chicago are a cluster of predominantly residential, commuter-friendly communities northwest of Chicago known for their strong school districts, shopping centers, and suburban lifestyle.
-
E.
Northeastern Wisconsin
Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River 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_69ca835edb4481909b4aafb616dc5eb7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f30428881909de72c08972224f0 |
completed | March 31, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51c760b48190b2138cd2861b2c61 |
completed | April 3, 2026, 5:36 a.m. |
| NEDg | Description generation | batch_69cf52f0886881909ceb9fbe54f84d11 |
completed | April 3, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf53bc19fc81908f43c3fa29bae021 |
completed | April 3, 2026, 5:44 a.m. |
Created at: March 30, 2026, 6:41 p.m.