Triple
T8220246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Valley State University |
E192039
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Traverse City Regional Center
Traverse City Regional Center is a satellite campus of Grand Valley State University that offers higher education programs to students in the Traverse City, Michigan area.
|
E720497
|
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: Traverse City Regional Center | Statement: [Grand Valley State University, hasCampus, Traverse City Regional Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Traverse City Regional Center Context triple: [Grand Valley State University, hasCampus, Traverse City Regional Center]
-
A.
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.
-
B.
Traverse City micropolitan area
The Traverse City micropolitan area is a U.S. Census-defined region in northwestern Michigan centered on Traverse City, encompassing surrounding communities that share its economic and social ties.
-
C.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
-
D.
Marine City
Marine City is a modern high-rise waterfront district in Busan, South Korea, known for its luxury apartments, striking skyline, and scenic views near Haeundae Beach.
-
E.
Little Traverse Township, Michigan
Little Traverse Township, Michigan is a small civil township in Emmet County in the northern Lower Peninsula, known for its scenic location along Little Traverse Bay 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: Traverse City Regional Center Triple: [Grand Valley State University, hasCampus, Traverse City Regional Center]
Generated description
Traverse City Regional Center is a satellite campus of Grand Valley State University that offers higher education programs to students in the Traverse City, Michigan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Traverse City Regional Center Target entity description: Traverse City Regional Center is a satellite campus of Grand Valley State University that offers higher education programs to students in the Traverse City, Michigan area.
-
A.
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.
-
B.
Traverse City micropolitan area
The Traverse City micropolitan area is a U.S. Census-defined region in northwestern Michigan centered on Traverse City, encompassing surrounding communities that share its economic and social ties.
-
C.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
-
D.
Marine City
Marine City is a modern high-rise waterfront district in Busan, South Korea, known for its luxury apartments, striking skyline, and scenic views near Haeundae Beach.
-
E.
Little Traverse Township, Michigan
Little Traverse Township, Michigan is a small civil township in Emmet County in the northern Lower Peninsula, known for its scenic location along Little Traverse Bay 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_69cd34ca59ec8190b611681ec9dfd97f |
completed | April 1, 2026, 3:07 p.m. |
| NEDg | Description generation | batch_69cd37a290508190b598f96220056041 |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4eb519608190b5d0f534170214b5 |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:45 p.m.