Triple
T13765862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Charleston Township, Michigan
Charleston Township, Michigan is a rural civil township in Kalamazoo County that forms part of the Kalamazoo-Portage metropolitan area.
|
E1073412
|
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: Charleston Township, Michigan | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Charleston Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charleston Township, Michigan Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Charleston Township, Michigan]
-
A.
Berrien Township, Michigan
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
-
B.
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.
-
C.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
D.
Williamstown Township, Michigan
Williamstown Township, Michigan is a civil township in Ingham County known for its mix of rural landscapes, residential communities, and proximity to the Lansing–East Lansing metropolitan area.
-
E.
Royalton Township, Michigan
Royalton Township, Michigan is a civil township located in Berrien County in the southwestern part of the U.S. state of Michigan.
- 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: Charleston Township, Michigan Triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Charleston Township, Michigan]
Generated description
Charleston Township, Michigan is a rural civil township in Kalamazoo County that forms part of the Kalamazoo-Portage metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charleston Township, Michigan Target entity description: Charleston Township, Michigan is a rural civil township in Kalamazoo County that forms part of the Kalamazoo-Portage metropolitan area.
-
A.
Berrien Township, Michigan
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
-
B.
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.
-
C.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
D.
Williamstown Township, Michigan
Williamstown Township, Michigan is a civil township in Ingham County known for its mix of rural landscapes, residential communities, and proximity to the Lansing–East Lansing metropolitan area.
-
E.
Royalton Township, Michigan
Royalton Township, Michigan is a civil township located in Berrien County in the southwestern part of the U.S. state of Michigan.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0227f2c48190983ccc9395e4e7a2 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbac7e59188190ad28707ba363e341 |
completed | May 6, 2026, 9:02 p.m. |
| NEDg | Description generation | batch_69fbad35be6c8190aa329fa947cbdcd9 |
completed | May 6, 2026, 9:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbae42ef2c8190b653d95de94042bc |
completed | May 6, 2026, 9:10 p.m. |
Created at: April 9, 2026, 10:10 p.m.