Triple
T1030850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southeast Michigan |
E22246
|
entity |
| Predicate | includesCounty |
P5971
|
FINISHED |
| Object |
Lapeer County
Lapeer County is a largely rural county in eastern Michigan known for its small towns, agricultural landscape, and proximity to the Flint and Detroit metropolitan areas.
|
E149677
|
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: Lapeer County | Statement: [Southeast Michigan, includesCounty, Lapeer County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lapeer County Context triple: [Southeast Michigan, includesCounty, Lapeer County]
-
A.
Ottawa County, Michigan
Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
-
B.
Montcalm County, Michigan
Montcalm County, Michigan is a rural county in the central part of the state known for its agricultural landscape, small towns, and proximity to the Grand Rapids metropolitan area.
-
C.
Houghton County, Michigan
Houghton County, Michigan is a rural county in the Keweenaw Peninsula region of Michigan known for its historic copper mining heritage, Lake Superior shoreline, and home to Michigan Technological University in the city of Houghton.
-
D.
Ingham County, Michigan
Ingham County, Michigan is a county in the south-central part of the state that includes the state capital, Lansing, and serves as a regional center for government, education, and healthcare.
-
E.
Emmet County, Michigan
Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
- 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: Lapeer County Triple: [Southeast Michigan, includesCounty, Lapeer County]
Generated description
Lapeer County is a largely rural county in eastern Michigan known for its small towns, agricultural landscape, and proximity to the Flint and Detroit metropolitan areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lapeer County Target entity description: Lapeer County is a largely rural county in eastern Michigan known for its small towns, agricultural landscape, and proximity to the Flint and Detroit metropolitan areas.
-
A.
Ottawa County, Michigan
Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
-
B.
Montcalm County, Michigan
Montcalm County, Michigan is a rural county in the central part of the state known for its agricultural landscape, small towns, and proximity to the Grand Rapids metropolitan area.
-
C.
Houghton County, Michigan
Houghton County, Michigan is a rural county in the Keweenaw Peninsula region of Michigan known for its historic copper mining heritage, Lake Superior shoreline, and home to Michigan Technological University in the city of Houghton.
-
D.
Ingham County, Michigan
Ingham County, Michigan is a county in the south-central part of the state that includes the state capital, Lansing, and serves as a regional center for government, education, and healthcare.
-
E.
Emmet County, Michigan
Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
- 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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b810429081908a97014ca740824b |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbad55a4c8190977e8e5d313c56df |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbb2cd41081909fc9120a298e4bc1 |
completed | March 7, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbb929b348190803536e3fcb25988 |
completed | March 7, 2026, 11:58 p.m. |
Created at: March 1, 2026, 7:41 p.m.