Triple
T16592718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grundy County, Iowa |
E403129
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
U.S. Route 20 in Iowa
U.S. Route 20 in Iowa is a major east–west U.S. Highway that spans the state, serving as an important transportation corridor for communities including those in Grundy County.
|
E964758
|
NE FINISHED |
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 20 in Iowa Context triple: [Grundy County, Iowa, hasMajorHighway, U.S. Route 20 in Iowa]
-
A.
U.S. Route 20 near Waterloo, Iowa
U.S. Route 20 near Waterloo, Iowa is a major east–west highway segment in northeastern Iowa that serves the Waterloo–Cedar Falls area and connects with several key regional routes.
-
B.
U.S. Route 20 near Rockwell City, Iowa
U.S. Route 20 near Rockwell City, Iowa is a major east–west federal highway segment in north-central Iowa that serves as an important regional connector for communities and intersecting state routes such as Iowa Highway 10.
-
C.
U.S. Route 69 in Iowa
U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
-
D.
U.S. Route 59 in Iowa
U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
-
E.
U.S. Route 20 in Illinois
U.S. Route 20 in Illinois is a major east–west U.S. highway that traverses northern Illinois, connecting rural areas, suburbs, and cities as part of a cross-country route from the Midwest to the East Coast.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 20 in Iowa Target entity description: U.S. Route 20 in Iowa is a major east–west U.S. Highway that spans the state, serving as an important transportation corridor for communities including those in Grundy County.
-
A.
U.S. Route 20 near Waterloo, Iowa
chosen
U.S. Route 20 near Waterloo, Iowa is a major east–west highway segment in northeastern Iowa that serves the Waterloo–Cedar Falls area and connects with several key regional routes.
-
B.
U.S. Route 20 near Rockwell City, Iowa
U.S. Route 20 near Rockwell City, Iowa is a major east–west federal highway segment in north-central Iowa that serves as an important regional connector for communities and intersecting state routes such as Iowa Highway 10.
-
C.
U.S. Route 69 in Iowa
U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
-
D.
U.S. Route 59 in Iowa
U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
-
E.
U.S. Route 20 in Illinois
U.S. Route 20 in Illinois is a major east–west U.S. highway that traverses northern Illinois, connecting rural areas, suburbs, and cities as part of a cross-country route from the Midwest to the East Coast.
- F. None of above.
Provenance (5 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d88387363c8190a97a0c942130de97 |
elicitation | completed |
| NER | batch_69e35d6fcaa48190b1ba7dc3b792041a |
ner | completed |
| NED1 | batch_6a00759dea5c819083fe9fb7dee37a35 |
ned_source_triple | completed |
| NED2 | batch_6a007734abd481909c9c698f2aef7632 |
ned_description | completed |
| NEDg | batch_6a0076468d588190972639d0a22f0e3e |
nedg | completed |
Created at: April 10, 2026, 5:16 a.m.