Triple
T8564206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison Heights, Michigan |
E202763
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Madison District Public Schools
Madison District Public Schools is a public school district serving the educational needs of students in Madison Heights, Michigan.
|
E743598
|
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: Madison District Public Schools | Statement: [Madison Heights, Michigan, hasPublicSchoolDistrict, Madison District Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madison District Public Schools Context triple: [Madison Heights, Michigan, hasPublicSchoolDistrict, Madison District Public Schools]
-
A.
Madison Public Schools
Madison Public Schools is the public school district that oversees and administers the schools in the Madison community, including Madison High School.
-
B.
Madison City Schools
Madison City Schools is a public school district serving students in the city of Madison, Alabama, known for its strong academic performance and rapidly growing suburban community.
-
C.
Madison Elementary School
Madison Elementary School is a public primary school serving young students in the suburban community of Hinsdale, Illinois.
-
D.
Madison Elementary School
Madison Elementary School is a public primary school serving young students in Skokie, Illinois, as part of the local community’s educational system.
-
E.
Madison High School
Madison High School is a public secondary school serving students from Florham Park and surrounding communities in New Jersey.
- 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: Madison District Public Schools Triple: [Madison Heights, Michigan, hasPublicSchoolDistrict, Madison District Public Schools]
Generated description
Madison District Public Schools is a public school district serving the educational needs of students in Madison Heights, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madison District Public Schools Target entity description: Madison District Public Schools is a public school district serving the educational needs of students in Madison Heights, Michigan.
-
A.
Madison Public Schools
Madison Public Schools is the public school district that oversees and administers the schools in the Madison community, including Madison High School.
-
B.
Madison City Schools
Madison City Schools is a public school district serving students in the city of Madison, Alabama, known for its strong academic performance and rapidly growing suburban community.
-
C.
Madison Elementary School
Madison Elementary School is a public primary school serving young students in the suburban community of Hinsdale, Illinois.
-
D.
Madison Elementary School
Madison Elementary School is a public primary school serving young students in Skokie, Illinois, as part of the local community’s educational system.
-
E.
Madison High School
Madison High School is a public secondary school serving students from Florham Park and surrounding communities in New Jersey.
- 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_69ca8326e6c881908ff720d6abaebdc5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe9d11274819099cc33a21a993a1f |
completed | March 31, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce895f91bc819099b1b2df59374403 |
completed | April 2, 2026, 3:21 p.m. |
| NEDg | Description generation | batch_69ce8cc19b8c81909c89e771fdb7b043 |
completed | April 2, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8d595d80819093a1b849bcb3c7c7 |
completed | April 2, 2026, 3:38 p.m. |
Created at: March 30, 2026, 6:20 p.m.