Triple
T14573339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calhoun County, Michigan |
E341974
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
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.
|
E1106475
|
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: Emmett Charter Township, Michigan | Statement: [Calhoun County, Michigan, containsTownship, Emmett Charter Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmett Charter Township, Michigan Context triple: [Calhoun County, Michigan, containsTownship, Emmett Charter Township, Michigan]
-
A.
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.
-
B.
Calumet Township, Michigan
Calumet Township, Michigan is a historic township on the Keweenaw Peninsula known for its copper mining heritage and location near the village of Calumet in Michigan’s Upper Peninsula.
-
C.
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.
-
D.
Big Rapids Charter Township, Michigan
Big Rapids Charter Township, Michigan is a charter township in Mecosta County that serves as a local governmental unit adjacent to the city of Big Rapids in the central Lower Peninsula of the state.
-
E.
Hartford Township, Michigan
Hartford Township, Michigan is a small civil township in Van Buren County in the southwestern part of the state, situated within the broader Kalamazoo-Portage metropolitan region.
- 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: Emmett Charter Township, Michigan Triple: [Calhoun County, Michigan, containsTownship, Emmett Charter Township, Michigan]
Generated description
Emmett Charter Township, Michigan is a local civil township community located within Calhoun County in the south-central region of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emmett Charter Township, Michigan Target entity description: Emmett Charter Township, Michigan is a local civil township community located within Calhoun County in the south-central region of the state.
-
A.
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.
-
B.
Calumet Township, Michigan
Calumet Township, Michigan is a historic township on the Keweenaw Peninsula known for its copper mining heritage and location near the village of Calumet in Michigan’s Upper Peninsula.
-
C.
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.
-
D.
Big Rapids Charter Township, Michigan
Big Rapids Charter Township, Michigan is a charter township in Mecosta County that serves as a local governmental unit adjacent to the city of Big Rapids in the central Lower Peninsula of the state.
-
E.
Hartford Township, Michigan
Hartford Township, Michigan is a small civil township in Van Buren County in the southwestern part of the state, situated within the broader Kalamazoo-Portage metropolitan region.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f33b1c8190bb447788bfd28d51 |
completed | April 14, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8aca591081908db149ec517a999b |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bd70488819083f40c38575f3071 |
completed | May 8, 2026, 7:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8d4f2e848190a3c4c423c0ffed50 |
completed | May 8, 2026, 7:14 a.m. |
Created at: April 10, 2026, 1:24 a.m.