Triple
T18931752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isabella County, Michigan |
E463127
|
entity |
| Predicate | hasCharterTownship |
P22464
|
FINISHED |
| Object |
Charter Township of Union, Michigan
Charter Township of Union, Michigan is a charter township in Isabella County that includes much of the suburban area surrounding the city of Mount Pleasant.
|
E1350262
|
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: Charter Township of Union, Michigan | Statement: [Isabella County, Michigan, hasCharterTownship, Charter Township of Union, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charter Township of Union, Michigan Context triple: [Isabella County, Michigan, hasCharterTownship, Charter Township of Union, Michigan]
-
A.
Charter Township of Chesterfield, Michigan
The Charter Township of Chesterfield is a suburban community in Macomb County, Michigan, known for its residential neighborhoods, retail centers, and access to Lake St. Clair.
-
B.
Charter Township of Milford, Michigan
Charter Township of Milford, Michigan is a suburban civil township in Oakland County known for its residential communities, parks, and proximity to the Detroit metropolitan area.
-
C.
Kalamazoo Charter Township, Michigan
Kalamazoo Charter Township, Michigan is a charter township in Kalamazoo County that functions as a suburban community adjacent to the city of Kalamazoo.
-
D.
Emmett Charter Township, Michigan
Emmett Charter Township, Michigan is a local civil township community located within Calhoun County in the south-central region of the state.
-
E.
Allendale Charter Township, Michigan
Allendale Charter Township, Michigan is a growing suburban community in western Michigan known for being home to Grand Valley State University's main campus.
- 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: Charter Township of Union, Michigan Triple: [Isabella County, Michigan, hasCharterTownship, Charter Township of Union, Michigan]
Generated description
Charter Township of Union, Michigan is a charter township in Isabella County that includes much of the suburban area surrounding the city of Mount Pleasant.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charter Township of Union, Michigan Target entity description: Charter Township of Union, Michigan is a charter township in Isabella County that includes much of the suburban area surrounding the city of Mount Pleasant.
-
A.
Charter Township of Chesterfield, Michigan
The Charter Township of Chesterfield is a suburban community in Macomb County, Michigan, known for its residential neighborhoods, retail centers, and access to Lake St. Clair.
-
B.
Charter Township of Milford, Michigan
Charter Township of Milford, Michigan is a suburban civil township in Oakland County known for its residential communities, parks, and proximity to the Detroit metropolitan area.
-
C.
Kalamazoo Charter Township, Michigan
Kalamazoo Charter Township, Michigan is a charter township in Kalamazoo County that functions as a suburban community adjacent to the city of Kalamazoo.
-
D.
Emmett Charter Township, Michigan
Emmett Charter Township, Michigan is a local civil township community located within Calhoun County in the south-central region of the state.
-
E.
Allendale Charter Township, Michigan
Allendale Charter Township, Michigan is a growing suburban community in western Michigan known for being home to Grand Valley State University's main campus.
- 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_6a05912043c48190813e3dc5e432b68e |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a059582457081909a7d13a5644b8b08 |
completed | May 14, 2026, 9:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05965f09108190b19d2efa6e69a688 |
completed | May 14, 2026, 9:31 a.m. |
Created at: April 10, 2026, 11:59 a.m.