Triple
T437032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milwaukee |
E10031
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Milwaukee County
Milwaukee County is a county in southeastern Wisconsin that encompasses the city of Milwaukee and serves as a major economic and cultural hub of the state.
|
E61432
|
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: Milwaukee County | Statement: [Milwaukee, partOf, Milwaukee County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milwaukee County Context triple: [Milwaukee, partOf, Milwaukee County]
-
A.
Kenosha County, Wisconsin
Kenosha County, Wisconsin is a county in southeastern Wisconsin that forms part of the greater Chicago metropolitan area, serving as a suburban and exurban region between Chicago and Milwaukee.
-
B.
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
-
C.
Wayne County
Wayne County is a populous county in southeastern Michigan that includes the city of Detroit and serves as a major industrial and cultural hub of the state.
-
D.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
-
E.
Allegan County
Allegan County is a county in southwestern Michigan known for its mix of Lake Michigan shoreline, agricultural land, and small towns.
- 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: Milwaukee County Triple: [Milwaukee, partOf, Milwaukee County]
Generated description
Milwaukee County is a county in southeastern Wisconsin that encompasses the city of Milwaukee and serves as a major economic and cultural hub of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milwaukee County Target entity description: Milwaukee County is a county in southeastern Wisconsin that encompasses the city of Milwaukee and serves as a major economic and cultural hub of the state.
-
A.
Kenosha County, Wisconsin
Kenosha County, Wisconsin is a county in southeastern Wisconsin that forms part of the greater Chicago metropolitan area, serving as a suburban and exurban region between Chicago and Milwaukee.
-
B.
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
-
C.
Wayne County
Wayne County is a populous county in southeastern Michigan that includes the city of Detroit and serves as a major industrial and cultural hub of the state.
-
D.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
-
E.
Allegan County
Allegan County is a county in southwestern Michigan known for its mix of Lake Michigan shoreline, agricultural land, and small towns.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2ef0c97188190b62104cb639d4b60 |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a477785b848190a1a09d20d94ceed5 |
completed | March 1, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69a47a2224cc81909a057c612d591bba |
completed | March 1, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a47ab148fc8190a93d7e3c838583c2 |
completed | March 1, 2026, 5:43 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.