Triple
T1641381
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand River (Michigan) |
E35478
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Ionia, Michigan
Ionia, Michigan is a small city in central Michigan known for its historic downtown, annual Ionia Free Fair, and location along the Grand River.
|
E310220
|
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: Ionia, Michigan | Statement: [Grand River (Michigan), flowsThrough, Ionia, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ionia, Michigan Context triple: [Grand River (Michigan), flowsThrough, Ionia, Michigan]
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Caledonia, Michigan
Caledonia, Michigan is a small village in western Michigan known for its suburban-rural character and proximity to the Grand Rapids metropolitan area.
-
C.
Skandia, Michigan
Skandia, Michigan is a small rural community located in Michigan’s Upper Peninsula, known for its forested landscapes and proximity to Lake Superior.
-
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.
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.
- 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: Ionia, Michigan Triple: [Grand River (Michigan), flowsThrough, Ionia, Michigan]
Generated description
Ionia, Michigan is a small city in central Michigan known for its historic downtown, annual Ionia Free Fair, and location along the Grand River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ionia, Michigan Target entity description: Ionia, Michigan is a small city in central Michigan known for its historic downtown, annual Ionia Free Fair, and location along the Grand River.
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Caledonia, Michigan
Caledonia, Michigan is a small village in western Michigan known for its suburban-rural character and proximity to the Grand Rapids metropolitan area.
-
C.
Skandia, Michigan
Skandia, Michigan is a small rural community located in Michigan’s Upper Peninsula, known for its forested landscapes and proximity to Lake Superior.
-
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.
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.
- 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_69a88604618c81908b41f6429c431eb6 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a3e254081908b7c4a9dfeafc4f8 |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b05570cd488190bd9ce6b3a854a427 |
completed | March 10, 2026, 5:31 p.m. |
| NEDg | Description generation | batch_69b061ddcc0c81908fa237d8c8aae72f |
completed | March 10, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0628d5f608190b7a13ac2e8b8d721 |
completed | March 10, 2026, 6:27 p.m. |
Created at: March 4, 2026, 7:28 p.m.