Triple
T7790414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waukesha, Wisconsin |
E187360
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
City of Brookfield, Wisconsin (regionally nearby)
The City of Brookfield, Wisconsin is a suburban community in the Milwaukee metropolitan area known for its residential neighborhoods, retail centers, and business parks.
|
E693651
|
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: City of Brookfield, Wisconsin (regionally nearby) | Statement: [Waukesha, Wisconsin, borderedBy, City of Brookfield, Wisconsin (regionally nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Brookfield, Wisconsin (regionally nearby) Context triple: [Waukesha, Wisconsin, borderedBy, City of Brookfield, Wisconsin (regionally nearby)]
-
A.
Green Bay metropolitan area
The Green Bay metropolitan area is an urban and economic hub in northeastern Wisconsin centered around the city of Green Bay, known for its manufacturing, shipping, and strong sports culture.
-
B.
Milwaukee, Wisconsin, United States of America
Milwaukee is the largest city in Wisconsin, known as a major Great Lakes port and historic center of brewing and manufacturing in the United States.
-
C.
City of Wauwatosa
The City of Wauwatosa is a suburban municipality in southeastern Wisconsin known for its residential neighborhoods, commercial districts, and proximity to Milwaukee.
-
D.
Appleton–Oshkosh–Neenah metropolitan area
The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
-
E.
Shorewood, Wisconsin
Shorewood, Wisconsin is a suburban village just north of Milwaukee known for its walkable residential neighborhoods, historic homes, and access to Lake Michigan.
- 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: City of Brookfield, Wisconsin (regionally nearby) Triple: [Waukesha, Wisconsin, borderedBy, City of Brookfield, Wisconsin (regionally nearby)]
Generated description
The City of Brookfield, Wisconsin is a suburban community in the Milwaukee metropolitan area known for its residential neighborhoods, retail centers, and business parks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Brookfield, Wisconsin (regionally nearby) Target entity description: The City of Brookfield, Wisconsin is a suburban community in the Milwaukee metropolitan area known for its residential neighborhoods, retail centers, and business parks.
-
A.
Green Bay metropolitan area
The Green Bay metropolitan area is an urban and economic hub in northeastern Wisconsin centered around the city of Green Bay, known for its manufacturing, shipping, and strong sports culture.
-
B.
Milwaukee, Wisconsin, United States of America
Milwaukee is the largest city in Wisconsin, known as a major Great Lakes port and historic center of brewing and manufacturing in the United States.
-
C.
City of Wauwatosa
The City of Wauwatosa is a suburban municipality in southeastern Wisconsin known for its residential neighborhoods, commercial districts, and proximity to Milwaukee.
-
D.
Appleton–Oshkosh–Neenah metropolitan area
The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
-
E.
Shorewood, Wisconsin
Shorewood, Wisconsin is a suburban village just north of Milwaukee known for its walkable residential neighborhoods, historic homes, and access to Lake Michigan.
- 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_69ca82af2d2c8190963861f5e0b8bf21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cae7ea13f08190a60c5f1863bce816 |
completed | March 30, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf631988481908373498aaf1ea0e8 |
completed | March 30, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69caf820b05481908b405048c077ca2e |
completed | March 30, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cafa052d4481908b89f6001aa6ea01 |
completed | March 30, 2026, 10:32 p.m. |
Created at: March 30, 2026, 4:25 p.m.