Triple
T2688549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midland, Michigan |
E57541
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Midland County, Michigan |
E419903
|
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: Midland County, Michigan | Statement: [Midland, Michigan, locatedIn, Midland County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Midland County, Michigan Context triple: [Midland, Michigan, locatedIn, Midland County, Michigan]
-
A.
Midland County, Michigan
chosen
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.
-
B.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9f1ba3081909a349a2f30f8f9c9 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c059b1c950819091ec6706fb06d2e6 |
completed | March 22, 2026, 9:05 p.m. |
Created at: March 6, 2026, 9:54 p.m.