Triple
T1662251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon River |
E35933
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Osceola Township, Michigan
Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
|
E232709
|
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 Township, Michigan | Statement: [Muskegon River, flowsThrough, Osceola Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Osceola Township, Michigan Context triple: [Muskegon River, flowsThrough, Osceola Township, Michigan]
-
A.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
-
B.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
C.
Otsego Township
Otsego Township is a civil township located in Allegan County in the U.S. state of Michigan.
-
D.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
-
E.
Humboldt Township, Michigan
Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
- 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 Township, Michigan Triple: [Muskegon River, flowsThrough, Osceola Township, Michigan]
Generated description
Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Osceola Township, Michigan Target entity description: Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
-
A.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
-
B.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
C.
Otsego Township
Otsego Township is a civil township located in Allegan County in the U.S. state of Michigan.
-
D.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
-
E.
Humboldt Township, Michigan
Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
- 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_69ae26e9748081909532426be2f198d1 |
completed | March 9, 2026, 1:48 a.m. |
| NEDg | Description generation | batch_69ae2c4769408190b50a6d844311499d |
completed | March 9, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2c9e39388190bee8a37a29a3818a |
completed | March 9, 2026, 2:12 a.m. |
Created at: March 4, 2026, 7:29 p.m.