Triple
T990604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Oak, Michigan |
E21378
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Royal Oak Schools
Royal Oak Schools is the public school district serving the city of Royal Oak in Oakland County, Michigan.
|
E135530
|
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: Royal Oak Schools | Statement: [Royal Oak, Michigan, hasSchoolDistrict, Royal Oak Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Oak Schools Context triple: [Royal Oak, Michigan, hasSchoolDistrict, Royal Oak Schools]
-
A.
Oak Hill Academy
Oak Hill Academy is a renowned U.S. basketball powerhouse high school known for producing numerous elite NBA players, including Kevin Durant.
-
B.
Millbrook School
Millbrook School is a private, coeducational college-preparatory boarding school in Millbrook, New York, known for its rigorous academics, close-knit community, and on-campus zoo.
-
C.
Woodward Academy
Woodward Academy is a large independent college-preparatory school known for its rigorous academics and diverse student body in the Atlanta metropolitan area.
-
D.
Eaglebrook School
Eaglebrook School is a private junior boarding and day school for boys in Deerfield, Massachusetts, known for educating students in grades 6–9, including notable alumni such as King Abdullah II of Jordan.
-
E.
Pomfret School
Pomfret School is a private, college-preparatory boarding and day high school known for its rigorous academics and scenic rural campus in northeastern Connecticut.
- 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: Royal Oak Schools Triple: [Royal Oak, Michigan, hasSchoolDistrict, Royal Oak Schools]
Generated description
Royal Oak Schools is the public school district serving the city of Royal Oak in Oakland County, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Oak Schools Target entity description: Royal Oak Schools is the public school district serving the city of Royal Oak in Oakland County, Michigan.
-
A.
Oak Hill Academy
Oak Hill Academy is a renowned U.S. basketball powerhouse high school known for producing numerous elite NBA players, including Kevin Durant.
-
B.
Millbrook School
Millbrook School is a private, coeducational college-preparatory boarding school in Millbrook, New York, known for its rigorous academics, close-knit community, and on-campus zoo.
-
C.
Woodward Academy
Woodward Academy is a large independent college-preparatory school known for its rigorous academics and diverse student body in the Atlanta metropolitan area.
-
D.
Eaglebrook School
Eaglebrook School is a private junior boarding and day school for boys in Deerfield, Massachusetts, known for educating students in grades 6–9, including notable alumni such as King Abdullah II of Jordan.
-
E.
Pomfret School
Pomfret School is a private, college-preparatory boarding and day high school known for its rigorous academics and scenic rural campus in northeastern Connecticut.
- 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_69a493c383dc8190a03257f22d4b4183 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4ac27e081908f132115464667b2 |
completed | March 1, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6f0503ec81908112cf30ca85530a |
completed | March 7, 2026, 6:31 p.m. |
| NEDg | Description generation | batch_69ac7185ea608190802a87f75273f8b7 |
completed | March 7, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac71c5266c819086647d47b9fb73dc |
completed | March 7, 2026, 6:43 p.m. |
Created at: March 1, 2026, 7:41 p.m.