Triple

T8220245
Position Surface form Disambiguated ID Type / Status
Subject Grand Valley State University E192039 entity
Predicate hasCampus P116 FINISHED
Object Muskegon Regional Center
Muskegon Regional Center is a Grand Valley State University satellite campus in Muskegon, Michigan, offering higher education programs and services to students in the surrounding region.
 E719134 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 Regional Center | Statement: [Grand Valley State University, hasCampus, Muskegon Regional Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muskegon Regional Center
Context triple: [Grand Valley State University, hasCampus, Muskegon Regional Center]
  • A. Muskegon arts and cultural district
    The Muskegon arts and cultural district is a downtown area in Muskegon, Michigan, known for its concentration of theaters, museums, galleries, and cultural venues.
  • B. Muskegon, Michigan
    Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
  • C. 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.
  • D. North Muskegon, Michigan
    North Muskegon, Michigan is a small lakeside city in Muskegon County known for its residential neighborhoods, waterfront recreation, and access to Lake Michigan’s shoreline.
  • E. 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.
  • 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 Regional Center
Triple: [Grand Valley State University, hasCampus, Muskegon Regional Center]
Generated description
Muskegon Regional Center is a Grand Valley State University satellite campus in Muskegon, Michigan, offering higher education programs and services to students in the surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muskegon Regional Center
Target entity description: Muskegon Regional Center is a Grand Valley State University satellite campus in Muskegon, Michigan, offering higher education programs and services to students in the surrounding region.
  • A. Muskegon arts and cultural district
    The Muskegon arts and cultural district is a downtown area in Muskegon, Michigan, known for its concentration of theaters, museums, galleries, and cultural venues.
  • B. Muskegon, Michigan
    Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
  • C. 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.
  • D. North Muskegon, Michigan
    North Muskegon, Michigan is a small lakeside city in Muskegon County known for its residential neighborhoods, waterfront recreation, and access to Lake Michigan’s shoreline.
  • E. 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.
  • 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_69ca82c9a8ac81908b011c38698456e4 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb77c782a8819086019ab6bac05749 completed March 31, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccee01ed9c819086bfc35e89f7bad8 completed April 1, 2026, 10:05 a.m.
NEDg Description generation batch_69ccf1bbbd2481908400436e05911326 completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05eaba1c81908510a20b1ca93821 completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:45 p.m.