Triple
T12780298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Chikaming Township, Michigan
Chikaming Township, Michigan is a small lakeside community in southwestern Michigan known for its Lake Michigan shoreline, beaches, and rural-residential character.
|
E1003424
|
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: Chikaming Township, Michigan | Statement: [Berrien County, Michigan, containsTownship, Chikaming Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chikaming Township, Michigan Context triple: [Berrien County, Michigan, containsTownship, Chikaming Township, Michigan]
-
A.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
-
B.
Chassell Township, Michigan
Chassell Township, Michigan is a small rural township in Michigan’s Upper Peninsula known for its lakeside setting on Portage Lake and its annual Strawberry Festival.
-
C.
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.
-
D.
Michigamme Township, Michigan
Michigamme Township, Michigan is a small, rural civil township in Michigan’s Upper Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
E.
Little Traverse Township, Michigan
Little Traverse Township, Michigan is a small civil township in Emmet County in the northern Lower Peninsula, known for its scenic location along Little Traverse Bay of Lake 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: Chikaming Township, Michigan Triple: [Berrien County, Michigan, containsTownship, Chikaming Township, Michigan]
Generated description
Chikaming Township, Michigan is a small lakeside community in southwestern Michigan known for its Lake Michigan shoreline, beaches, and rural-residential character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chikaming Township, Michigan Target entity description: Chikaming Township, Michigan is a small lakeside community in southwestern Michigan known for its Lake Michigan shoreline, beaches, and rural-residential character.
-
A.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
-
B.
Chassell Township, Michigan
Chassell Township, Michigan is a small rural township in Michigan’s Upper Peninsula known for its lakeside setting on Portage Lake and its annual Strawberry Festival.
-
C.
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.
-
D.
Michigamme Township, Michigan
Michigamme Township, Michigan is a small, rural civil township in Michigan’s Upper Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
E.
Little Traverse Township, Michigan
Little Traverse Township, Michigan is a small civil township in Emmet County in the northern Lower Peninsula, known for its scenic location along Little Traverse Bay of Lake 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5a5680819095dcd491486d23e7 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f685030cbc8190856bf5254e231d25 |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f685dc63f48190bb68f9859e99e3b4 |
completed | May 2, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68a92226881909600555332c2c370 |
completed | May 2, 2026, 11:36 p.m. |
Created at: April 9, 2026, 5:29 p.m.