Triple
T13765878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
South Haven Township, Michigan
South Haven Township, Michigan is a civil township in Van Buren County known for its proximity to Lake Michigan and inclusion in the broader Kalamazoo-Portage metropolitan region.
|
E1086606
|
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: South Haven Township, Michigan | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, South Haven Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Haven Township, Michigan Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, South Haven Township, Michigan]
-
A.
Grand Haven Charter Township, Michigan
Grand Haven Charter Township, Michigan is a charter township in Ottawa County known for its proximity to Lake Michigan and its blend of residential communities, natural areas, and recreational opportunities.
-
B.
South Haven, Michigan
South Haven, Michigan is a Lake Michigan resort town known for its sandy beaches, maritime history, and popular summer tourism in West Michigan.
-
C.
Woodhaven, Michigan
Woodhaven, Michigan is a suburban city in Wayne County that forms part of the Downriver Detroit industrial and residential corridor south of Detroit.
-
D.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
E.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
- 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: South Haven Township, Michigan Triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, South Haven Township, Michigan]
Generated description
South Haven Township, Michigan is a civil township in Van Buren County known for its proximity to Lake Michigan and inclusion in the broader Kalamazoo-Portage metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Haven Township, Michigan Target entity description: South Haven Township, Michigan is a civil township in Van Buren County known for its proximity to Lake Michigan and inclusion in the broader Kalamazoo-Portage metropolitan region.
-
A.
Grand Haven Charter Township, Michigan
Grand Haven Charter Township, Michigan is a charter township in Ottawa County known for its proximity to Lake Michigan and its blend of residential communities, natural areas, and recreational opportunities.
-
B.
South Haven, Michigan
South Haven, Michigan is a Lake Michigan resort town known for its sandy beaches, maritime history, and popular summer tourism in West Michigan.
-
C.
Woodhaven, Michigan
Woodhaven, Michigan is a suburban city in Wayne County that forms part of the Downriver Detroit industrial and residential corridor south of Detroit.
-
D.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
E.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
- 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_69fd192957008190b525778430b56ca0 |
completed | May 7, 2026, 10:58 p.m. |
| NEDg | Description generation | batch_69fd1fb29ef88190bfa15c163ca392ed |
completed | May 7, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2006221081908ab46e1eadb52e3d |
completed | May 7, 2026, 11:28 p.m. |
Created at: April 9, 2026, 10:10 p.m.