Triple
T2263772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bay County, Michigan |
E50096
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Midland County, Michigan
Midland County, Michigan is a county in the central Lower Peninsula of Michigan known for its mix of industrial presence—particularly the Dow Chemical Company—and extensive natural and recreational areas.
|
E419903
|
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: Midland County, Michigan | Statement: [Bay County, Michigan, borderedBy, Midland County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Midland County, Michigan Context triple: [Bay County, Michigan, borderedBy, Midland County, Michigan]
-
A.
Livingston County, Michigan
Livingston County, Michigan is a largely suburban and rural county in southeastern Michigan known for its growing communities, parks, and proximity to both the Detroit and Lansing metropolitan areas.
-
B.
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.
-
C.
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.
-
D.
Dickinson County, Michigan
Dickinson County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, iron mining history, and location along the Menominee River on the Wisconsin border.
-
E.
Eaton County, Michigan
Eaton County, Michigan is a county in the south-central part of the state that forms part of the Greater Lansing metropolitan area.
- 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: Midland County, Michigan Triple: [Bay County, Michigan, borderedBy, Midland County, Michigan]
Generated description
Midland County, Michigan is a county in the central Lower Peninsula of Michigan known for its mix of industrial presence—particularly the Dow Chemical Company—and extensive natural and recreational areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Midland County, Michigan Target entity description: Midland County, Michigan is a county in the central Lower Peninsula of Michigan known for its mix of industrial presence—particularly the Dow Chemical Company—and extensive natural and recreational areas.
-
A.
Livingston County, Michigan
Livingston County, Michigan is a largely suburban and rural county in southeastern Michigan known for its growing communities, parks, and proximity to both the Detroit and Lansing metropolitan areas.
-
B.
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.
-
C.
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.
-
D.
Dickinson County, Michigan
Dickinson County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, iron mining history, and location along the Menominee River on the Wisconsin border.
-
E.
Eaton County, Michigan
Eaton County, Michigan is a county in the south-central part of the state that forms part of the Greater Lansing metropolitan area.
- 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc18d7fc08190851765683d1b8092 |
completed | March 7, 2026, 6:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589a2d510819089503b77f4d21fc8 |
completed | March 14, 2026, 4:15 p.m. |
| NEDg | Description generation | batch_69b58d9ce3fc819099bf2c31b97ce2b8 |
completed | March 14, 2026, 4:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58e1f52008190a4cc81832ef06ce2 |
completed | March 14, 2026, 4:34 p.m. |
Created at: March 4, 2026, 7:48 p.m.