Triple
T17812155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walled Lake |
E444735
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object | City of Walled Lake, Michigan |
—
|
NE NERFINISHED |
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: City of Walled Lake, Michigan | Statement: [Walled Lake, hasNearbyCity, City of Walled Lake, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Walled Lake, Michigan Context triple: [Walled Lake, hasNearbyCity, City of Walled Lake, Michigan]
-
A.
Lakeville, Michigan
Lakeville, Michigan is a small unincorporated community and historic village located within Addison Township in Oakland County, known for its rural character and proximity to Lakeville Lake.
-
B.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
C.
Ypsilanti Township, Michigan
Ypsilanti Township, Michigan is a charter township in Washtenaw County that forms part of the greater Ann Arbor–Ypsilanti metropolitan area and includes a mix of residential, industrial, and transportation hubs.
-
D.
Waterloo Township, Michigan
Waterloo Township, Michigan is a rural civil township in Jackson County known for its extensive natural areas, lakes, and recreational opportunities within the Waterloo State Recreation Area.
-
E.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
- 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: City of Walled Lake, Michigan Target entity description: The City of Walled Lake, Michigan is a small suburban community in Oakland County known for its namesake inland lake, residential neighborhoods, and local recreational amenities northwest of Detroit.
-
A.
Lakeville, Michigan
Lakeville, Michigan is a small unincorporated community and historic village located within Addison Township in Oakland County, known for its rural character and proximity to Lakeville Lake.
-
B.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
C.
Ypsilanti Township, Michigan
Ypsilanti Township, Michigan is a charter township in Washtenaw County that forms part of the greater Ann Arbor–Ypsilanti metropolitan area and includes a mix of residential, industrial, and transportation hubs.
-
D.
Waterloo Township, Michigan
Waterloo Township, Michigan is a rural civil township in Jackson County known for its extensive natural areas, lakes, and recreational opportunities within the Waterloo State Recreation Area.
-
E.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
- F. None of above. chosen
Provenance (2 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887c63608190b29a407cabff0bc5 |
completed | April 19, 2026, 7:47 a.m. |
Created at: April 10, 2026, 10:14 a.m.