Triple
T11428303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milwaukee County Transit System |
E270810
|
entity |
| Predicate | primaryTransitProviderFor |
P20704
|
FINISHED |
| Object | Milwaukee County, Wisconsin |
E61432
|
NE FINISHED |
How this triple was built (3 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, Wisconsin | Statement: [Milwaukee County Transit System, primaryTransitProviderFor, Milwaukee County, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milwaukee County, Wisconsin Context triple: [Milwaukee County Transit System, primaryTransitProviderFor, Milwaukee County, Wisconsin]
-
A.
Milwaukee County
chosen
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.
-
B.
Fond du Lac County, Wisconsin
Fond du Lac County, Wisconsin is a county in east-central Wisconsin known for its agricultural landscape, manufacturing base, and the city of Fond du Lac on the southern shore of Lake Winnebago.
-
C.
Waukesha County, Wisconsin
Waukesha County, Wisconsin is a suburban county west of Milwaukee known for its numerous lakes, parks, and growing residential communities.
-
D.
Marquette County, Wisconsin
Marquette County, Wisconsin is a rural county in central Wisconsin known for its small communities, lakes, and outdoor recreational opportunities.
-
E.
Monroe County, Wisconsin
Monroe County, Wisconsin is a predominantly rural county in west-central Wisconsin known for its agricultural landscape, small communities, and location along major transportation routes such as Interstate 90.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryTransitProviderFor Context triple: [Milwaukee County Transit System, primaryTransitProviderFor, Milwaukee County, Wisconsin]
-
A.
publicTransitMode
Indicates the type of public transportation (e.g., bus, train, subway) used or associated with a given trip or segment.
-
B.
publicTransit
Indicates that one entity provides or is connected via shared, scheduled transportation services (such as buses, trains, or subways) that are available for use by the general public.
-
C.
hasPublicTransitProvider
chosen
Indicates that a place or region is served by a specific public transit operating organization or agency.
-
D.
paratransitSystemName
Indicates the name assigned to a specific paratransit transportation system or service.
-
E.
hasPublicTransportAgency
Indicates that a place or transport system is served, managed, or overseen by a specific public transportation agency.
- F. None of above.
Provenance (4 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d806c000b88190bfaa646b2dc424b7 |
completed | April 9, 2026, 8:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49c7ab48c8190a7cf4e6be6aacc12 |
completed | May 1, 2026, 12:28 p.m. |
| PD | Predicate disambiguation | batch_69d7e71436f88190ac7e45a04ea5c987 |
completed | April 9, 2026, 5:51 p.m. |
Created at: April 8, 2026, 9:35 p.m.