Triple
T2491472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland County, Michigan |
E52050
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Livingston County, Michigan |
E352460
|
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: Livingston County, Michigan | Statement: [Oakland County, Michigan, borderedBy, Livingston County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingston County, Michigan Context triple: [Oakland County, Michigan, borderedBy, Livingston County, Michigan]
-
A.
Livingston County, Michigan
chosen
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.
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.
-
D.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
E.
Macomb County, Michigan
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.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1914ca48190ab0a6cc5f1bd2f56 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf832772d08190842b1e1c1a87ea3a |
completed | March 22, 2026, 5:50 a.m. |
Created at: March 6, 2026, 9:45 p.m.