Triple
T13765853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Oshtemo Township, Michigan
Oshtemo Township, Michigan is a suburban community in Kalamazoo County known for its residential neighborhoods, commercial development, and proximity to the city of Kalamazoo.
|
E1070091
|
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: Oshtemo Township, Michigan | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Oshtemo Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oshtemo Township, Michigan Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Oshtemo Township, Michigan]
-
A.
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.
-
B.
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.
-
C.
Algoma Township, Michigan
Algoma Township, Michigan is a civil township in Kent County that forms part of the Grand Rapids metropolitan area in the western Lower Peninsula of the state.
-
D.
Oceola Township, Michigan
Oceola Township, Michigan is a civil township in Livingston County known for its suburban-rural character and proximity to the city of Howell.
-
E.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
- 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: Oshtemo Township, Michigan Triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Oshtemo Township, Michigan]
Generated description
Oshtemo Township, Michigan is a suburban community in Kalamazoo County known for its residential neighborhoods, commercial development, and proximity to the city of Kalamazoo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oshtemo Township, Michigan Target entity description: Oshtemo Township, Michigan is a suburban community in Kalamazoo County known for its residential neighborhoods, commercial development, and proximity to the city of Kalamazoo.
-
A.
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.
-
B.
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.
-
C.
Algoma Township, Michigan
Algoma Township, Michigan is a civil township in Kent County that forms part of the Grand Rapids metropolitan area in the western Lower Peninsula of the state.
-
D.
Oceola Township, Michigan
Oceola Township, Michigan is a civil township in Livingston County known for its suburban-rural character and proximity to the city of Howell.
-
E.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
- 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_69f7ce667c248190a9d0a0f1e9e228ae |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd56da288190b2bd33bc496c3fb9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb039fdb1c8190ad5286d1cfe80a29 |
completed | May 6, 2026, 9:02 a.m. |
Created at: April 9, 2026, 10:10 p.m.