Triple
T2527652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southfield |
E56075
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
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.
|
E274684
|
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: Southfield Public School District | Statement: [Southfield, hasSchoolDistrict, Southfield Public School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southfield Public School District Context triple: [Southfield, hasSchoolDistrict, Southfield Public School District]
-
A.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
-
B.
Washington Community School District
Washington Community School District is a public school district serving students in and around the city of Washington in southeastern Iowa.
-
C.
Farmington Hills
Farmington Hills is a suburban city in southeastern Michigan, known for its affluent residential communities, strong public schools, and proximity to the Detroit metropolitan area.
-
D.
Southfield
Southfield is a suburban city in Oakland County, Michigan, known as a major commercial and business center in the Detroit metropolitan area.
-
E.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit metropolitan area.
- 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: Southfield Public School District Triple: [Southfield, hasSchoolDistrict, Southfield Public School District]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southfield Public School District Target entity description: 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.
-
A.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
-
B.
Washington Community School District
Washington Community School District is a public school district serving students in and around the city of Washington in southeastern Iowa.
-
C.
Farmington Hills
Farmington Hills is a suburban city in southeastern Michigan, known for its affluent residential communities, strong public schools, and proximity to the Detroit metropolitan area.
-
D.
Southfield
Southfield is a suburban city in Oakland County, Michigan, known as a major commercial and business center in the Detroit metropolitan area.
-
E.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit metropolitan area.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd257ea908190a010c0b785853546 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bb3b55c81909e72ed055887ecca |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af41aa199c8190b4478a93c41ae18a |
completed | March 9, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af4277601c8190b55d5c5504dcd0ab |
completed | March 9, 2026, 9:58 p.m. |
Created at: March 6, 2026, 9:46 p.m.