Triple
T8582700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hazel Park, Michigan |
E203221
|
entity |
| Predicate | publicSchoolDistrict |
P226
|
FINISHED |
| Object |
Hazel Park Schools
Hazel Park Schools is the public school district serving the city of Hazel Park and surrounding areas in Michigan, providing K–12 education through its network of elementary, middle, and high schools.
|
E744308
|
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: Hazel Park Schools | Statement: [Hazel Park, Michigan, publicSchoolDistrict, Hazel Park Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hazel Park Schools Context triple: [Hazel Park, Michigan, publicSchoolDistrict, Hazel Park Schools]
-
A.
Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
-
B.
Southfield Public School District
Southfield Public School District is a public education system serving students in the city of Southfield, Michigan, through a network of elementary, middle, and high schools.
-
C.
Hudsonville Public Schools
Hudsonville Public Schools is a public school district in western Michigan that serves students in and around Georgetown Township and the Hudsonville area.
-
D.
Northville Public Schools
Northville Public Schools is a public school district in southeastern Michigan known for serving communities such as Novi and maintaining strong academic performance.
-
E.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in 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: Hazel Park Schools Triple: [Hazel Park, Michigan, publicSchoolDistrict, Hazel Park Schools]
Generated description
Hazel Park Schools is the public school district serving the city of Hazel Park and surrounding areas in Michigan, providing K–12 education through its network of elementary, middle, and high schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hazel Park Schools Target entity description: Hazel Park Schools is the public school district serving the city of Hazel Park and surrounding areas in Michigan, providing K–12 education through its network of elementary, middle, and high schools.
-
A.
Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
-
B.
Southfield Public School District
Southfield Public School District is a public education system serving students in the city of Southfield, Michigan, through a network of elementary, middle, and high schools.
-
C.
Hudsonville Public Schools
Hudsonville Public Schools is a public school district in western Michigan that serves students in and around Georgetown Township and the Hudsonville area.
-
D.
Northville Public Schools
Northville Public Schools is a public school district in southeastern Michigan known for serving communities such as Novi and maintaining strong academic performance.
-
E.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in 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_69ca8329bb7c8190a63c643730839103 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbeb1d0edc8190b4495935275252f3 |
completed | March 31, 2026, 3:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce89b6d7f081908eecf0dd901e6bef |
completed | April 2, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ce8ac1dba48190bbad47a762130aab |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8eae70008190b2c7bbe4ce8d4c0a |
completed | April 2, 2026, 3:43 p.m. |
Created at: March 30, 2026, 6:22 p.m.