Triple
T2823684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sterling Heights, Michigan |
E54869
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Macomb County |
E52367
|
NE FINISHED |
How this triple was built (2 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: Macomb County | Statement: [Sterling Heights, Michigan, county, Macomb County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macomb County Context triple: [Sterling Heights, Michigan, county, Macomb County]
-
A.
St. Clair County
St. Clair County is a county in the U.S. state of Alabama, located in the central part of the state and known for having two county seats, Ashville and Pell City.
-
B.
St. Clair County
St. Clair County is a county in eastern Michigan located along the St. Clair River, forming part of the border between the United States and Canada.
-
C.
St. Clair County, Illinois
St. Clair County, Illinois is a populous county in southwestern Illinois that includes part of the St. Louis metropolitan area and the city of Belleville as its county seat.
-
D.
Macomb County, Michigan
chosen
Macomb County, Michigan is a populous county in the Detroit metropolitan area known for its suburban communities, manufacturing base, and location along the western shore of Lake St. Clair.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde91487881909989c08bbf76f0da |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108c7cfd48190b959e60b9e7fc0fa |
completed | March 11, 2026, 6:16 a.m. |
Created at: March 6, 2026, 9:59 p.m.