Triple
T1662253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon River |
E35933
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Newaygo, Michigan
Newaygo, Michigan is a small city in west-central Michigan known for its outdoor recreation, especially fishing, boating, and kayaking along the Muskegon River.
|
E335456
|
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: Newaygo, Michigan | Statement: [Muskegon River, flowsThrough, Newaygo, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newaygo, Michigan Context triple: [Muskegon River, flowsThrough, Newaygo, Michigan]
-
A.
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.
-
B.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Macatawa, Michigan
Macatawa, Michigan is a small lakeside community in Ottawa County known for its scenic shoreline along Lake Michigan and Lake Macatawa, beaches, and seasonal vacation homes.
-
E.
Negaunee, Michigan
Negaunee, Michigan is a small city in Michigan's Upper Peninsula known for its iron mining history and location near Marquette.
- 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: Newaygo, Michigan Triple: [Muskegon River, flowsThrough, Newaygo, Michigan]
Generated description
Newaygo, Michigan is a small city in west-central Michigan known for its outdoor recreation, especially fishing, boating, and kayaking along the Muskegon River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Newaygo, Michigan Target entity description: Newaygo, Michigan is a small city in west-central Michigan known for its outdoor recreation, especially fishing, boating, and kayaking along the Muskegon River.
-
A.
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.
-
B.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Macatawa, Michigan
Macatawa, Michigan is a small lakeside community in Ottawa County known for its scenic shoreline along Lake Michigan and Lake Macatawa, beaches, and seasonal vacation homes.
-
E.
Negaunee, Michigan
Negaunee, Michigan is a small city in Michigan's Upper Peninsula known for its iron mining history and location near Marquette.
- 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_69b24a9a49e481908f1916cbff31d908 |
completed | March 12, 2026, 5:09 a.m. |
| NEDg | Description generation | batch_69b24c5154008190aaaf07333de85370 |
completed | March 12, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24cf888288190b02782467c932862 |
completed | March 12, 2026, 5:19 a.m. |
Created at: March 4, 2026, 7:29 p.m.