Triple
T18931756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isabella County, Michigan |
E463127
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Coldwater Township, Michigan
Coldwater Township, Michigan is a rural civil township located in Isabella County in the central part of the state of Michigan.
|
E1351654
|
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: Coldwater Township, Michigan | Statement: [Isabella County, Michigan, hasTownship, Coldwater Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coldwater Township, Michigan Context triple: [Isabella County, Michigan, hasTownship, Coldwater Township, Michigan]
-
A.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
B.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
-
C.
Whitewater Township, Michigan
Whitewater Township, Michigan is a rural community in northwestern Michigan known for its natural landscapes, lakes, and proximity to the city of Traverse City.
-
D.
Courtland Township, Michigan
Courtland Township, Michigan is a civil township in Kent County known for its rural residential character and proximity to the Grand Rapids metropolitan area.
-
E.
Bois Blanc Township, Michigan
Bois Blanc Township, Michigan is a small, sparsely populated township encompassing Bois Blanc Island in Lake Huron, known for its remote, forested landscape and outdoor recreation.
- 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: Coldwater Township, Michigan Triple: [Isabella County, Michigan, hasTownship, Coldwater Township, Michigan]
Generated description
Coldwater Township, Michigan is a rural civil township located in Isabella County in the central part of the state of Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coldwater Township, Michigan Target entity description: Coldwater Township, Michigan is a rural civil township located in Isabella County in the central part of the state of Michigan.
-
A.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
B.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
-
C.
Whitewater Township, Michigan
Whitewater Township, Michigan is a rural community in northwestern Michigan known for its natural landscapes, lakes, and proximity to the city of Traverse City.
-
D.
Courtland Township, Michigan
Courtland Township, Michigan is a civil township in Kent County known for its rural residential character and proximity to the Grand Rapids metropolitan area.
-
E.
Bois Blanc Township, Michigan
Bois Blanc Township, Michigan is a small, sparsely populated township encompassing Bois Blanc Island in Lake Huron, known for its remote, forested landscape and outdoor recreation.
- 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_69d8dcfdbbb881909964fa5a75bd0b48 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c9c0b84881909ad6da9522203df8 |
completed | April 20, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a059fc1a8188190a3b74a0b3acf4d22 |
completed | May 14, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_6a05aa010fe88190b9c53386a8802dd1 |
completed | May 14, 2026, 10:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05aa95e4248190bfc478416276d0fe |
completed | May 14, 2026, 10:57 a.m. |
Created at: April 10, 2026, 11:59 a.m.