Triple
T6399259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Rapids, Michigan |
E144018
|
entity |
| Predicate | hasPublicInstitution |
P8853
|
FINISHED |
| Object |
Big Rapids Public Schools
Big Rapids Public Schools is a public school district serving the educational needs of students in and around Big Rapids, Michigan.
|
E591068
|
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: Big Rapids Public Schools | Statement: [Big Rapids, Michigan, hasPublicInstitution, Big Rapids Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Big Rapids Public Schools Context triple: [Big Rapids, Michigan, hasPublicInstitution, Big Rapids Public Schools]
-
A.
Kalamazoo Public Schools
Kalamazoo Public Schools is a public school district serving the city of Kalamazoo, Michigan, known for initiatives like the Kalamazoo Promise scholarship program.
-
B.
Muskegon Public Schools
Muskegon Public Schools is a public school district in western Michigan that serves students in and around the Muskegon area, including the community of Norton Shores.
-
C.
Fruitport Community Schools
Fruitport Community Schools is a public school district serving students in the Fruitport area of Muskegon County, Michigan.
-
D.
Hudsonville Public Schools
Hudsonville Public Schools is a public school district in western Michigan that serves students in and around Georgetown Township and the Hudsonville area.
-
E.
Lansing School District
Lansing School District is a public school district serving students in and around Lansing, Michigan, operating multiple 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: Big Rapids Public Schools Triple: [Big Rapids, Michigan, hasPublicInstitution, Big Rapids Public Schools]
Generated description
Big Rapids Public Schools is a public school district serving the educational needs of students in and around Big Rapids, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Big Rapids Public Schools Target entity description: Big Rapids Public Schools is a public school district serving the educational needs of students in and around Big Rapids, Michigan.
-
A.
Kalamazoo Public Schools
Kalamazoo Public Schools is a public school district serving the city of Kalamazoo, Michigan, known for initiatives like the Kalamazoo Promise scholarship program.
-
B.
Muskegon Public Schools
Muskegon Public Schools is a public school district in western Michigan that serves students in and around the Muskegon area, including the community of Norton Shores.
-
C.
Fruitport Community Schools
Fruitport Community Schools is a public school district serving students in the Fruitport area of Muskegon County, Michigan.
-
D.
Hudsonville Public Schools
Hudsonville Public Schools is a public school district in western Michigan that serves students in and around Georgetown Township and the Hudsonville area.
-
E.
Lansing School District
Lansing School District is a public school district serving students in and around Lansing, Michigan, operating multiple elementary, middle, and high schools.
- 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_69c008dc56fc81908d43ffcc11d73bdd |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06897ebc48190842d48cce469eba5 |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6389fe9608190adc68f3ad5b0471a |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63a17cf44819099401c8f95af7061 |
completed | March 27, 2026, 8:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63a79df9c819088b222a73e763e82 |
completed | March 27, 2026, 8:06 a.m. |
Created at: March 22, 2026, 4:35 p.m.