Triple
T8564205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison Heights, Michigan |
E202763
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Lamphere Public Schools
Lamphere Public Schools is a public school district serving students in the Madison Heights area of Michigan.
|
E743597
|
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: Lamphere Public Schools | Statement: [Madison Heights, Michigan, hasPublicSchoolDistrict, Lamphere Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lamphere Public Schools Context triple: [Madison Heights, Michigan, hasPublicSchoolDistrict, Lamphere Public Schools]
-
A.
Lee Public Schools
Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
-
B.
Sylvania Schools
Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
-
C.
Raymond School District
Raymond School District is the public school system serving the educational needs of students in the town of Raymond, New Hampshire.
-
D.
Laurel School District
Laurel School District is the public school system serving students in the city of Laurel in southeastern Mississippi.
-
E.
Union School
Union School is a public elementary school serving students in the town of Farmington, 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: Lamphere Public Schools Triple: [Madison Heights, Michigan, hasPublicSchoolDistrict, Lamphere Public Schools]
Generated description
Lamphere Public Schools is a public school district serving students in the Madison Heights area of Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lamphere Public Schools Target entity description: Lamphere Public Schools is a public school district serving students in the Madison Heights area of Michigan.
-
A.
Lee Public Schools
Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
-
B.
Sylvania Schools
Sylvania Schools is a public school district serving students in the Sylvania, Ohio area.
-
C.
Raymond School District
Raymond School District is the public school system serving the educational needs of students in the town of Raymond, New Hampshire.
-
D.
Laurel School District
Laurel School District is the public school system serving students in the city of Laurel in southeastern Mississippi.
-
E.
Union School
Union School is a public elementary school serving students in the town of Farmington, 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_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.