Triple
T3789862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allen Park, Michigan |
E89617
|
entity |
| Predicate | servicedBySchoolDistrict |
P226
|
FINISHED |
| Object |
Melvindale-Northern Allen Park Schools
Melvindale-Northern Allen Park Schools is a public school district in Michigan that provides K–12 education to students in the Melvindale and Allen Park areas.
|
E388454
|
NE FINISHED |
How this triple was built (5 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: Melvindale-Northern Allen Park Schools | Statement: [Allen Park, Michigan, servicedBySchoolDistrict, Melvindale-Northern Allen Park Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melvindale-Northern Allen Park Schools Context triple: [Allen Park, Michigan, servicedBySchoolDistrict, Melvindale-Northern Allen Park Schools]
-
A.
Oak Park School District
Oak Park School District is a public school district serving students in and around the city of Oak Park, Michigan.
-
B.
Arlington Heights School District 25
Arlington Heights School District 25 is a public elementary and middle school district serving students in the suburban community of Arlington Heights, Illinois.
-
C.
Gage Park High School
Gage Park High School is a public secondary school located in the Gage Park neighborhood on the Southwest Side of Chicago, Illinois.
-
D.
Highland Park Public Schools
Highland Park Public Schools is a public school district that provides primary and secondary education to students in the borough of Highland Park, New Jersey.
-
E.
Tinley Park High School
Tinley Park High School is a public secondary school serving students in the suburban community of Tinley Park, Illinois.
- 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: Melvindale-Northern Allen Park Schools Triple: [Allen Park, Michigan, servicedBySchoolDistrict, Melvindale-Northern Allen Park Schools]
Generated description
Melvindale-Northern Allen Park Schools is a public school district in Michigan that provides K–12 education to students in the Melvindale and Allen Park areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melvindale-Northern Allen Park Schools Target entity description: Melvindale-Northern Allen Park Schools is a public school district in Michigan that provides K–12 education to students in the Melvindale and Allen Park areas.
-
A.
Oak Park School District
Oak Park School District is a public school district serving students in and around the city of Oak Park, Michigan.
-
B.
Arlington Heights School District 25
Arlington Heights School District 25 is a public elementary and middle school district serving students in the suburban community of Arlington Heights, Illinois.
-
C.
Gage Park High School
Gage Park High School is a public secondary school located in the Gage Park neighborhood on the Southwest Side of Chicago, Illinois.
-
D.
Highland Park Public Schools
Highland Park Public Schools is a public school district that provides primary and secondary education to students in the borough of Highland Park, New Jersey.
-
E.
Tinley Park High School
Tinley Park High School is a public secondary school serving students in the suburban community of Tinley Park, Illinois.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: servicedBySchoolDistrict Context triple: [Allen Park, Michigan, servicedBySchoolDistrict, Melvindale-Northern Allen Park Schools]
-
A.
schoolDistrict
chosen
Indicates that one entity is a school district that administers, oversees, or serves the other entity (such as a school or geographic area).
-
B.
hasEducationalServiceArea
Indicates that an entity (such as an educational institution or authority) is responsible for providing educational services within a specified geographic area.
-
C.
schoolBoardDistricts
Indicates the specific school board district that has jurisdiction over or is associated with an entity.
-
D.
sharesSchoolSystemServicesWith
Indicates that two entities use or are supported by the same school system services or infrastructure.
-
E.
isOnlySchoolOfDistrict
Indicates that the school is the sole educational institution within its district.
- F. None of above.
Provenance (6 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecefa3608190a7a20ed6df6a64b2 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f05326dc81909a4523c8f2062c25 |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f173d66881909301bfc45d10b3d1 |
completed | March 14, 2026, 5:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f1ecdd788190aebea36578923fad |
completed | March 14, 2026, 5:28 a.m. |
| PD | Predicate disambiguation | batch_69aee743c8d08190a9f9c97b836bd703 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:15 p.m.