Triple
T7784387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walker, Michigan |
E187203
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Grand Rapids Public Schools
Grand Rapids Public Schools is a public school district in Michigan that serves students in the Grand Rapids area and surrounding communities.
|
E693505
|
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: Grand Rapids Public Schools | Statement: [Walker, Michigan, hasSchoolDistrict, Grand Rapids Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Rapids Public Schools Context triple: [Walker, Michigan, hasSchoolDistrict, Grand Rapids Public Schools]
-
A.
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.
-
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.
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.
-
D.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
-
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: Grand Rapids Public Schools Triple: [Walker, Michigan, hasSchoolDistrict, Grand Rapids Public Schools]
Generated description
Grand Rapids Public Schools is a public school district in Michigan that serves students in the Grand Rapids area and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Rapids Public Schools Target entity description: Grand Rapids Public Schools is a public school district in Michigan that serves students in the Grand Rapids area and surrounding communities.
-
A.
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.
-
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.
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.
-
D.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
-
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_69ca82af2d2c8190963861f5e0b8bf21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cadf210f508190b215a0ab95192689 |
completed | March 30, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf5f4fa6c8190a85ba9019c0e5345 |
completed | March 30, 2026, 10:15 p.m. |
| NEDg | Description generation | batch_69caf81ebde881909bd131da8987b449 |
completed | March 30, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cafa013f348190a2067dee4a0c8c40 |
completed | March 30, 2026, 10:32 p.m. |
Created at: March 30, 2026, 4:23 p.m.