Triple
T11726159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walled Lake Consolidated Schools |
E278773
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object | West Bloomfield Township, Michigan |
E449431
|
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: West Bloomfield Township, Michigan | Statement: [Walled Lake Consolidated Schools, servesCity, West Bloomfield Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Bloomfield Township, Michigan Context triple: [Walled Lake Consolidated Schools, servesCity, West Bloomfield Township, Michigan]
-
A.
West Bloomfield Township
West Bloomfield Township is a suburban community in Oakland County, Michigan, known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
B.
Clark Township, Michigan
Clark Township, Michigan is a small civil township located in Mackinac County in the Upper Peninsula of Michigan, known for its rural character and proximity to Lake Huron.
-
C.
Bloomfield Township, Michigan
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
D.
Sterling Heights, Michigan
Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
-
E.
West Bloomfield, Michigan, United States
chosen
West Bloomfield, Michigan, United States, is a suburban township in Oakland County known for its affluent residential communities, numerous lakes, and proximity to the Detroit metropolitan area.
- 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_69d6aaffec6881908bead509e8621742 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a4d70d908190b5f47c2ef501a191 |
completed | April 10, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bab66488190a465e40f1181506e |
completed | May 8, 2026, 3:42 a.m. |
Created at: April 8, 2026, 9:41 p.m.