Triple
T6503159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plymouth-Canton Community Schools |
E148941
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object | Canton, Michigan |
E217532
|
NE FINISHED |
How this triple was built (2 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: Canton, Michigan | Statement: [Plymouth-Canton Community Schools, servesArea, Canton, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canton, Michigan Context triple: [Plymouth-Canton Community Schools, servesArea, Canton, Michigan]
-
A.
Frankfort, Michigan
Frankfort, Michigan is a small Lake Michigan shoreline city known for its harbor, beaches, and role as a regional tourism and fishing hub in northwestern Michigan.
-
B.
Rochester, Michigan
Rochester, Michigan is a small suburban city in Oakland County, north of Detroit, known for its historic downtown, annual holiday light displays, and access to nearby parks and trails.
-
C.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
D.
Canton Township, Michigan
chosen
Canton Township, Michigan is a large suburban community in southeastern Michigan known for its rapid growth, diverse population, and location between Detroit and Ann Arbor.
-
E.
St. Joseph, Michigan
St. Joseph, Michigan is a small Lake Michigan shoreline city in southwestern Michigan known for its beaches, harbor, and historic downtown.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c699647ad08190ac0bfd78907d0c3b |
completed | March 27, 2026, 2:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb59a7732c819095aa0903d419b740 |
completed | March 31, 2026, 5:20 a.m. |
Created at: March 27, 2026, 1:42 p.m.