Triple
T13765870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Bloomingdale Township, Michigan
Bloomingdale Township, Michigan is a rural civil township in Van Buren County that forms part of the Kalamazoo-Portage metropolitan region in the southwestern Lower Peninsula of the state.
|
E1080791
|
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: Bloomingdale Township, Michigan | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Bloomingdale Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomingdale Township, Michigan Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Bloomingdale Township, Michigan]
-
A.
Bloomfield Township, Michigan
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
B.
Bloomingdale, Michigan
Bloomingdale, Michigan is a small rural village in Allegan County known for its quiet residential character and proximity to southwestern Michigan’s lakes and farmland.
-
C.
Bengal Township, Michigan
Bengal Township, Michigan is a rural civil township located in Clinton County in the central part of the U.S. state of Michigan.
-
D.
Newton Township, Michigan
Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region of the state.
-
E.
Millbrook Township, Michigan
Millbrook Township, Michigan is a small rural civil township located within Mecosta County in 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: Bloomingdale Township, Michigan Triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Bloomingdale Township, Michigan]
Generated description
Bloomingdale Township, Michigan is a rural civil township in Van Buren County that forms part of the Kalamazoo-Portage metropolitan region in the southwestern Lower Peninsula of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomingdale Township, Michigan Target entity description: Bloomingdale Township, Michigan is a rural civil township in Van Buren County that forms part of the Kalamazoo-Portage metropolitan region in the southwestern Lower Peninsula of the state.
-
A.
Bloomfield Township, Michigan
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
B.
Bloomingdale, Michigan
Bloomingdale, Michigan is a small rural village in Allegan County known for its quiet residential character and proximity to southwestern Michigan’s lakes and farmland.
-
C.
Bengal Township, Michigan
Bengal Township, Michigan is a rural civil township located in Clinton County in the central part of the U.S. state of Michigan.
-
D.
Newton Township, Michigan
Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region of the state.
-
E.
Millbrook Township, Michigan
Millbrook Township, Michigan is a small rural civil township located within Mecosta County in 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_69fcd08a3a1481908400e3e55bf38aac |
completed | May 7, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_69fcd288bd5881908f6a442201c5beea |
completed | May 7, 2026, 5:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd3ad7be8819094fc71c9f44fb4cb |
completed | May 7, 2026, 6:02 p.m. |
Created at: April 9, 2026, 10:10 p.m.