Triple
T2199334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flat Rock Assembly Plant |
E50451
|
entity |
| Predicate | employerInRegion |
P36913
|
FINISHED |
| Object | Flat Rock, Michigan |
E250521
|
NE FINISHED |
How this triple was built (3 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: Flat Rock, Michigan | Statement: [Flat Rock Assembly Plant, employerInRegion, Flat Rock, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flat Rock, Michigan Context triple: [Flat Rock Assembly Plant, employerInRegion, Flat Rock, Michigan]
-
A.
Flat Rock, Michigan
chosen
Flat Rock, Michigan is a small city in southeastern Michigan known for its location along the Huron River and its automotive manufacturing presence.
-
B.
Rockwood, Michigan
Rockwood, Michigan is a small city located in southeastern Michigan along the Detroit River, within the Downriver area of the Detroit metropolitan region.
-
C.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
D.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
E.
Ironwood, Michigan
Ironwood, Michigan is a small city in the western Upper Peninsula known for its historic mining roots, proximity to outdoor recreation in the Gogebic Range, and location near the Wisconsin border.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: employerInRegion Context triple: [Flat Rock Assembly Plant, employerInRegion, Flat Rock, Michigan]
-
A.
employerIn
Indicates that one entity serves as the employer of another within a specified context, such as a location, organization, or time period.
-
B.
employerType
Indicates the classification or category of an employer in relation to the entity (e.g., public, private, nonprofit, self-employed).
-
C.
collegeEmployer
Indicates that a college or university is the employing institution of a given person or organization.
-
D.
employerOfGraduates
Indicates that an entity serves as the employing organization for individuals who have graduated from a particular institution or program.
-
E.
typicalEmployer
Indicates that one entity is the kind of organization or person that commonly or usually employs the other entity.
- 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_69a88b044ab48190add007487680f009 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbf9e99f08190892d34485c8f2f25 |
completed | March 7, 2026, 6:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c6c93644819096e65532945f9763 |
completed | March 14, 2026, 8:36 p.m. |
| PD | Predicate disambiguation | batch_69abbda706f4819094de73e1d1d1f539 |
completed | March 7, 2026, 5:54 a.m. |
| PDg | Predicate description generation | batch_69abbf35c994819088a093c412931de4 |
completed | March 7, 2026, 6:01 a.m. |
Created at: March 4, 2026, 7:46 p.m.