Triple
T18931761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isabella County, Michigan |
E463127
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Isabella Township, Michigan
Isabella Township, Michigan is a civil township located within Isabella County in the central region of the U.S. state of Michigan.
|
E1352223
|
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: Isabella Township, Michigan | Statement: [Isabella County, Michigan, hasTownship, Isabella Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isabella Township, Michigan Context triple: [Isabella County, Michigan, hasTownship, Isabella Township, Michigan]
-
A.
Isabella, Michigan
Isabella, Michigan is a small unincorporated community located on the Garden Peninsula in Michigan’s Upper Peninsula.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Genesee Township, Michigan
Genesee Township, Michigan is a civil township in Genesee County, part of the Flint metropolitan area in the state’s Lower Peninsula.
- 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: Isabella Township, Michigan Triple: [Isabella County, Michigan, hasTownship, Isabella Township, Michigan]
Generated description
Isabella Township, Michigan is a civil township located within Isabella County in the central region of the U.S. state of Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isabella Township, Michigan Target entity description: Isabella Township, Michigan is a civil township located within Isabella County in the central region of the U.S. state of Michigan.
-
A.
Isabella, Michigan
Isabella, Michigan is a small unincorporated community located on the Garden Peninsula in Michigan’s Upper Peninsula.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Genesee Township, Michigan
Genesee Township, Michigan is a civil township in Genesee County, part of the Flint metropolitan area in the state’s Lower Peninsula.
- 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_6a05ad2c81908190b9568c8d75b119ef |
completed | May 14, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_6a05aedf05c4819096ac6a61ada4b310 |
completed | May 14, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05afe523208190a97142cd8e3b887b |
completed | May 14, 2026, 11:20 a.m. |
Created at: April 10, 2026, 11:59 a.m.