Triple
T1662244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon River |
E35933
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Osceola County, Michigan
Osceola County, Michigan is a rural county in the north-central Lower Peninsula known for its forests, agriculture, and outdoor recreation along waterways like the Muskegon River.
|
E289637
|
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: Osceola County, Michigan | Statement: [Muskegon River, flowsThrough, Osceola County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Osceola County, Michigan Context triple: [Muskegon River, flowsThrough, Osceola County, Michigan]
-
A.
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.
-
B.
Monroe County, Michigan
Monroe County, Michigan is a southeastern Michigan county along Lake Erie known for its industrial history, agricultural areas, and proximity to the Detroit metropolitan region.
-
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.
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.
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: Osceola County, Michigan Triple: [Muskegon River, flowsThrough, Osceola County, Michigan]
Generated description
Osceola County, Michigan is a rural county in the north-central Lower Peninsula known for its forests, agriculture, and outdoor recreation along waterways like the Muskegon River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Osceola County, Michigan Target entity description: Osceola County, Michigan is a rural county in the north-central Lower Peninsula known for its forests, agriculture, and outdoor recreation along waterways like the Muskegon River.
-
A.
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.
-
B.
Monroe County, Michigan
Monroe County, Michigan is a southeastern Michigan county along Lake Erie known for its industrial history, agricultural areas, and proximity to the Detroit metropolitan region.
-
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.
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.
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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90ab3bd7081908d15d772b10aebbe |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf15a4248190b898e3bfbeb2997a |
completed | March 10, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69afb000ed448190a3d6db802eb88958 |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb07e1d2c8190a8b8da3d3641b36c |
completed | March 10, 2026, 5:47 a.m. |
Created at: March 4, 2026, 7:29 p.m.