Triple
T8172635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thornapple River (Michigan) |
E190859
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Middleville, Michigan
Middleville, Michigan is a small village in Barry County known for its scenic setting along the Thornapple River and its historic, close-knit community.
|
E861178
|
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: Middleville, Michigan | Statement: [Thornapple River (Michigan), flowsThrough, Middleville, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleville, Michigan Context triple: [Thornapple River (Michigan), flowsThrough, Middleville, Michigan]
-
A.
Midland, Michigan
Midland, Michigan is a small city in central Michigan known as a hub for the chemical industry and the longtime headquarters of Dow Chemical Company.
-
B.
Marysville, Michigan
Marysville, Michigan is a small city along the St. Clair River in Michigan’s Blue Water Area, known for its waterfront recreation and proximity to the Canadian border.
-
C.
Milford, Michigan
Milford, Michigan is a small village in Oakland County known for its historic downtown, parks, and proximity to the Huron River and nearby recreational areas.
-
D.
Fairview, Michigan
Fairview, Michigan is a small unincorporated community in Oscoda County known as a rural service center amid the forests and lakes of northeastern Michigan’s Lower Peninsula.
-
E.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
- 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: Middleville, Michigan Triple: [Thornapple River (Michigan), flowsThrough, Middleville, Michigan]
Generated description
Middleville, Michigan is a small village in Barry County known for its scenic setting along the Thornapple River and its historic, close-knit community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleville, Michigan Target entity description: Middleville, Michigan is a small village in Barry County known for its scenic setting along the Thornapple River and its historic, close-knit community.
-
A.
Midland, Michigan
Midland, Michigan is a small city in central Michigan known as a hub for the chemical industry and the longtime headquarters of Dow Chemical Company.
-
B.
Marysville, Michigan
Marysville, Michigan is a small city along the St. Clair River in Michigan’s Blue Water Area, known for its waterfront recreation and proximity to the Canadian border.
-
C.
Milford, Michigan
Milford, Michigan is a small village in Oakland County known for its historic downtown, parks, and proximity to the Huron River and nearby recreational areas.
-
D.
Fairview, Michigan
Fairview, Michigan is a small unincorporated community in Oscoda County known as a rural service center amid the forests and lakes of northeastern Michigan’s Lower Peninsula.
-
E.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
- 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_69ca82c1c0a08190bf8692b4d91a03ca |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4807c9808190ad91a9c688a4c7fd |
completed | March 31, 2026, 4:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7faf8c1048190a136289a44a0930b |
completed | April 9, 2026, 7:16 p.m. |
| NEDg | Description generation | batch_69d81c40dc6081908cc186ee6cd0814e |
completed | April 9, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8277fbf0881908a1e16d6c07886e6 |
completed | April 9, 2026, 10:26 p.m. |
Created at: March 30, 2026, 5:39 p.m.