Triple
T2739214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon Heights, Michigan |
E60707
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
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.
|
E297933
|
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: Muskegon Heights Public School Academy System | Statement: [Muskegon Heights, Michigan, hasSchoolDistrict, Muskegon Heights Public School Academy System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muskegon Heights Public School Academy System Context triple: [Muskegon Heights, Michigan, hasSchoolDistrict, Muskegon Heights Public School Academy System]
-
A.
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.
-
B.
Mona Shores Public Schools
Mona Shores Public Schools is a public school district serving students in the Norton Shores area of Michigan.
-
C.
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.
-
D.
Muskegon Heights, Michigan
Muskegon Heights, Michigan is a small, historically industrial city in Muskegon County known as an inner-ring suburb of Muskegon on the eastern shore of Lake Michigan.
-
E.
Washtenaw International High School
Washtenaw International High School is an International Baccalaureate public high school serving students from multiple districts in and around Ypsilanti, Michigan.
- 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: Muskegon Heights Public School Academy System Triple: [Muskegon Heights, Michigan, hasSchoolDistrict, Muskegon Heights Public School Academy System]
Generated description
Muskegon Heights Public School Academy System is a charter-based public school district serving students in the Muskegon Heights community of western Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muskegon Heights Public School Academy System Target entity description: Muskegon Heights Public School Academy System is a charter-based public school district serving students in the Muskegon Heights community of western Michigan.
-
A.
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.
-
B.
Mona Shores Public Schools
Mona Shores Public Schools is a public school district serving students in the Norton Shores area of Michigan.
-
C.
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.
-
D.
Muskegon Heights, Michigan
Muskegon Heights, Michigan is a small, historically industrial city in Muskegon County known as an inner-ring suburb of Muskegon on the eastern shore of Lake Michigan.
-
E.
Washtenaw International High School
Washtenaw International High School is an International Baccalaureate public high school serving students from multiple districts in and around Ypsilanti, Michigan.
- 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_69ab4b77febc819095603eb012cd141b |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb2da94c8190bc9d23262e3dfc07 |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc039a9988190a01036b15a19be6c |
completed | March 10, 2026, 6:54 a.m. |
| NEDg | Description generation | batch_69afc188b76481909c6ccb49f49b1a26 |
completed | March 10, 2026, 7 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc202466c81908c300520173837dc |
completed | March 10, 2026, 7:02 a.m. |
Created at: March 6, 2026, 9:56 p.m.