Triple
T84690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Rapids, Michigan |
E1703
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Grand Valley State University (downtown campus)
Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
|
E5793
|
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 Valley State University (downtown campus) | Statement: [Grand Rapids, Michigan, hasUniversity, Grand Valley State University (downtown campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Valley State University (downtown campus) Context triple: [Grand Rapids, Michigan, hasUniversity, Grand Valley State University (downtown campus)]
-
A.
Grand Rapids, Michigan
Grand Rapids, Michigan is a mid-sized city in western Michigan known for its strong Dutch-American heritage, vibrant arts scene, and historic furniture manufacturing industry.
-
B.
Oregon State University
Oregon State University is a public research university in Corvallis, Oregon, known for its strong programs in engineering, forestry, and agricultural sciences.
-
C.
California State University system
The California State University system is a large public university network in California comprising numerous campuses that offer a wide range of undergraduate and graduate programs.
-
D.
Holland, Michigan
Holland, Michigan is a city on the shores of Lake Michigan known for its strong Dutch heritage, annual Tulip Time Festival, and traditional Dutch architecture and culture.
-
E.
University of Illinois at Urbana–Champaign
The University of Illinois at Urbana–Champaign is a major American public research university known for its strong engineering, computer science, and information science programs.
- 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 Valley State University (downtown campus) Triple: [Grand Rapids, Michigan, hasUniversity, Grand Valley State University (downtown campus)]
Generated description
Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Valley State University (downtown campus) Target entity description: Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
-
A.
Colorado State University Pueblo
Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
-
B.
Grand Rapids, Michigan
Grand Rapids, Michigan is a mid-sized city in western Michigan known for its strong Dutch-American heritage, vibrant arts scene, and historic furniture manufacturing industry.
-
C.
Oregon State University
Oregon State University is a public research university in Corvallis, Oregon, known for its strong programs in engineering, forestry, and agricultural sciences.
-
D.
California State University system
The California State University system is a large public university network in California comprising numerous campuses that offer a wide range of undergraduate and graduate programs.
-
E.
Marquette
Marquette is a city in Michigan’s Upper Peninsula known as a key shipping and commercial hub on the southern shore of Lake Superior.
- 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4e73c081908d2da146226ef05e |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a25554ea408190b39de01c3ba5e28f |
completed | Feb. 28, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_69a257e5722081909faa8cd7eb2c2381 |
completed | Feb. 28, 2026, 2:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25852af8c8190866bd514510661c8 |
completed | Feb. 28, 2026, 2:52 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.