Triple
T13765867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Paw Paw Township, Michigan
Paw Paw Township, Michigan is a civil township in southwestern Michigan known for its rural character, agricultural landscape, and inclusion in the broader Kalamazoo-Portage metropolitan region.
|
E785135
|
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: Paw Paw Township, Michigan | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Paw Paw Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paw Paw Township, Michigan Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Paw Paw Township, Michigan]
-
A.
Paw Paw, Michigan
Paw Paw, Michigan is a small village in southwestern Michigan known as a local center for wine production and its proximity to several inland lakes.
-
B.
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.
-
C.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
-
D.
Pulaski Township, Michigan
Pulaski Township, Michigan is a rural civil township located in Jackson County in the south-central region of the U.S. state of Michigan.
-
E.
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.
- 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: Paw Paw Township, Michigan Triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Paw Paw Township, Michigan]
Generated description
Paw Paw Township, Michigan is a civil township in southwestern Michigan known for its rural character, agricultural landscape, and inclusion in the broader Kalamazoo-Portage metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paw Paw Township, Michigan Target entity description: Paw Paw Township, Michigan is a civil township in southwestern Michigan known for its rural character, agricultural landscape, and inclusion in the broader Kalamazoo-Portage metropolitan region.
-
A.
Paw Paw, Michigan
chosen
Paw Paw, Michigan is a small village in southwestern Michigan known as a local center for wine production and its proximity to several inland lakes.
-
B.
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.
-
C.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
-
D.
Pulaski Township, Michigan
Pulaski Township, Michigan is a rural civil township located in Jackson County in the south-central region of the U.S. state of Michigan.
-
E.
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.
- F. None of above.
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_69f7b0724ab481908448d71a1bd02253 |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b0f912f081908084042860c922cb |
completed | May 3, 2026, 8:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b16a43188190968d5cdf32e447ec |
completed | May 3, 2026, 8:34 p.m. |
Created at: April 9, 2026, 10:10 p.m.