Triple
T5926592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heath Township |
E131826
|
entity |
| Predicate | isLocalGovernmentUnitOf |
P40009
|
FINISHED |
| Object | Allegan County, Michigan |
E138913
|
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: Allegan County, Michigan | Statement: [Heath Township, isLocalGovernmentUnitOf, Allegan County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allegan County, Michigan Context triple: [Heath Township, isLocalGovernmentUnitOf, Allegan County, Michigan]
-
A.
Allegan County, Michigan
chosen
Allegan County, Michigan is a county in the southwestern part of the state known for its Lake Michigan shoreline, agricultural areas, and mix of small towns and rural communities.
-
B.
Alger County, Michigan
Alger County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its dramatic Lake Superior shoreline, forests, and outdoor recreation areas including Pictured Rocks National Lakeshore.
-
C.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
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.
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isLocalGovernmentUnitOf Context triple: [Heath Township, isLocalGovernmentUnitOf, Allegan County, Michigan]
-
A.
hasLocalGovernmentBody
Indicates that an entity is administered or overseen by a specific local government authority or governing body.
-
B.
hasLocalGovernmentJurisdictionOver
Indicates that one governmental body possesses official authority to administer, regulate, and make binding decisions over a specific geographic area or population.
-
C.
governmentalUnit
chosen
Indicates that one entity functions as a governmental or administrative unit in relation to another entity.
-
D.
isMunicipalCorporationOf
Indicates that an entity functions as the municipal governing body responsible for administering and managing the affairs of a specified city or urban area.
-
E.
hasLocalGovernmentOffice
Indicates that a local government office is present or established within a specified location or jurisdiction.
- F. None of above.
Provenance (4 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_69c0085b75e88190a632f9691f9da48b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03c9239e08190bff7ef2bd6d21ae0 |
completed | March 22, 2026, 7:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d406e2c8190ad27f3a5276be25f |
completed | April 19, 2026, 1:17 a.m. |
| PD | Predicate disambiguation | batch_69c033541d108190a34d1fde2fe9dacb |
completed | March 22, 2026, 6:22 p.m. |
Created at: March 22, 2026, 4 p.m.