Triple
T11142780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dearborn Heights, Michigan |
E263595
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Dearborn Public Schools
Dearborn Public Schools is a public school district in Michigan that serves students in and around the Dearborn area, including parts of Dearborn Heights.
|
E907632
|
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: Dearborn Public Schools | Statement: [Dearborn Heights, Michigan, hasSchoolDistrict, Dearborn Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dearborn Public Schools Context triple: [Dearborn Heights, Michigan, hasSchoolDistrict, Dearborn Public Schools]
-
A.
Dearborn High School
Dearborn High School is a public secondary school in Dearborn, Michigan, known for serving the local community with a broad academic and extracurricular program.
-
B.
Detroit Public Schools Community District
Detroit Public Schools Community District is the public school district serving the city of Detroit, Michigan, overseeing its network of K–12 schools and educational programs.
-
C.
Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
-
D.
Dearborn Heights School District No. 7
Dearborn Heights School District No. 7 is a public school district serving students in the Dearborn Heights area of Michigan.
-
E.
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.
- 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: Dearborn Public Schools Triple: [Dearborn Heights, Michigan, hasSchoolDistrict, Dearborn Public Schools]
Generated description
Dearborn Public Schools is a public school district in Michigan that serves students in and around the Dearborn area, including parts of Dearborn Heights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dearborn Public Schools Target entity description: Dearborn Public Schools is a public school district in Michigan that serves students in and around the Dearborn area, including parts of Dearborn Heights.
-
A.
Dearborn High School
Dearborn High School is a public secondary school in Dearborn, Michigan, known for serving the local community with a broad academic and extracurricular program.
-
B.
Detroit Public Schools Community District
Detroit Public Schools Community District is the public school district serving the city of Detroit, Michigan, overseeing its network of K–12 schools and educational programs.
-
C.
Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
-
D.
Dearborn Heights School District No. 7
chosen
Dearborn Heights School District No. 7 is a public school district serving students in the Dearborn Heights area of Michigan.
-
E.
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.
- F. None of above.
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_69d6aa9c0ba08190bbd19c217489b755 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8623158819096ad1678fa9e72bb |
completed | April 9, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e46325e1308190af5718e10ffe1e8c |
completed | April 19, 2026, 5:07 a.m. |
| NEDg | Description generation | batch_69e4666f98ac81908b3d3b8a6a8af8c9 |
completed | April 19, 2026, 5:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e46c3f28dc8190a521c00151b01fde |
completed | April 19, 2026, 5:46 a.m. |
Created at: April 8, 2026, 9:28 p.m.