Triple
T2823758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon County, Michigan |
E54870
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Muskegon Public Schools |
E294395
|
NE FINISHED |
How this triple was built (2 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: Muskegon Public Schools | Statement: [Muskegon County, Michigan, hasSchoolDistrict, Muskegon Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muskegon Public Schools Context triple: [Muskegon County, Michigan, hasSchoolDistrict, Muskegon Public Schools]
-
A.
Muskegon Public Schools
chosen
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.
-
B.
Muskegon Heights Public School Academy System
Muskegon Heights Public School Academy System is a charter-based public school district serving students in the Muskegon Heights community of western Michigan.
-
C.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
-
D.
Mona Shores Public Schools
Mona Shores Public Schools is a public school district serving students in the Norton Shores area of Michigan.
-
E.
Kalamazoo Central High School
Kalamazoo Central High School is a public high school in Kalamazoo, Michigan, best known nationally as the alma mater of Baseball Hall of Famer Derek Jeter.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde91487881909989c08bbf76f0da |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afcead12588190bfbb2c9e93b05e0d |
completed | March 10, 2026, 7:56 a.m. |
Created at: March 6, 2026, 9:59 p.m.