Triple
T4286671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kent County, Michigan |
E97284
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Oakfield Township, Michigan
Oakfield Township, Michigan is a civil township in Kent County known for its rural character, lakes, and residential communities northeast of Grand Rapids.
|
E434555
|
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: Oakfield Township, Michigan | Statement: [Kent County, Michigan, containsTownship, Oakfield Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakfield Township, Michigan Context triple: [Kent County, Michigan, containsTownship, Oakfield Township, Michigan]
-
A.
Northfield Township, Michigan
Northfield Township, Michigan is a primarily rural residential community in southeastern Michigan known for its lakes, parks, and proximity to the city of Ann Arbor.
-
B.
Waterford Township, Michigan
Waterford Township, Michigan is a charter township in Oakland County known for its numerous lakes, residential communities, and suburban character within the Detroit metropolitan area.
-
C.
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.
-
D.
Osceola Township, Michigan
Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
-
E.
East Bay Township, Michigan
East Bay Township, Michigan is a civil township in northern Michigan known for its proximity to Traverse City and its location along the shores of East Grand Traverse Bay.
- 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: Oakfield Township, Michigan Triple: [Kent County, Michigan, containsTownship, Oakfield Township, Michigan]
Generated description
Oakfield Township, Michigan is a civil township in Kent County known for its rural character, lakes, and residential communities northeast of Grand Rapids.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakfield Township, Michigan Target entity description: Oakfield Township, Michigan is a civil township in Kent County known for its rural character, lakes, and residential communities northeast of Grand Rapids.
-
A.
Northfield Township, Michigan
Northfield Township, Michigan is a primarily rural residential community in southeastern Michigan known for its lakes, parks, and proximity to the city of Ann Arbor.
-
B.
Waterford Township, Michigan
Waterford Township, Michigan is a charter township in Oakland County known for its numerous lakes, residential communities, and suburban character within the Detroit metropolitan area.
-
C.
Courtland Township, Michigan
chosen
Courtland Township, Michigan is a civil township in Kent County known for its rural residential character and proximity to the Grand Rapids metropolitan area.
-
D.
Osceola Township, Michigan
Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
-
E.
East Bay Township, Michigan
East Bay Township, Michigan is a civil township in northern Michigan known for its proximity to Traverse City and its location along the shores of East Grand Traverse Bay.
- F. None of above.
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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505d23d88190a638f2cc2acee9ee |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b650abb8ec8190afb55dc0091f8415 |
completed | March 15, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69b651f49dd88190bd164b45df32b139 |
completed | March 15, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6525047a48190a9e15d8f0512619c |
completed | March 15, 2026, 6:31 a.m. |
Created at: March 12, 2026, 11:08 p.m.