Triple
T11102108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Davenport University |
E262535
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Grand Rapids campus
Grand Rapids campus is the main Davenport University location in Grand Rapids, Michigan, offering a range of academic programs and student services.
|
E907206
|
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 Rapids campus | Statement: [Davenport University, hasCampus, Grand Rapids campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Rapids campus Context triple: [Davenport University, hasCampus, Grand Rapids campus]
-
A.
Grand Rapids campus
Grand Rapids campus is Ferris State University’s urban location in Grand Rapids, Michigan, offering a range of academic programs and services tailored to the region’s students and workforce.
-
B.
Grand Rapids campus
The Grand Rapids campus is Western Michigan University’s regional location in Grand Rapids, Michigan, offering a range of academic programs and services tailored to area students and professionals.
-
C.
Big Rapids campus
Big Rapids campus is the main campus of Ferris State University, located in Big Rapids, Michigan and serving as the institution’s primary academic and administrative center.
-
D.
Kalamazoo campus
Kalamazoo campus is the main campus of Western Michigan University, located in Kalamazoo, Michigan and serving as the institution’s primary academic and administrative center.
-
E.
Downriver Campus
Downriver Campus is a branch of Wayne County Community College District serving students in the Downriver area of metropolitan Detroit with a range of academic and workforce 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 Rapids campus Triple: [Davenport University, hasCampus, Grand Rapids campus]
Generated description
Grand Rapids campus is the main Davenport University location in Grand Rapids, Michigan, offering a range of academic programs and student services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Rapids campus Target entity description: Grand Rapids campus is the main Davenport University location in Grand Rapids, Michigan, offering a range of academic programs and student services.
-
A.
Grand Rapids campus
The Grand Rapids campus is Western Michigan University’s regional location in Grand Rapids, Michigan, offering a range of academic programs and services tailored to area students and professionals.
-
B.
Grand Rapids campus
Grand Rapids campus is Ferris State University’s urban location in Grand Rapids, Michigan, offering a range of academic programs and services tailored to the region’s students and workforce.
-
C.
Big Rapids campus
Big Rapids campus is the main campus of Ferris State University, located in Big Rapids, Michigan and serving as the institution’s primary academic and administrative center.
-
D.
Kalamazoo campus
Kalamazoo campus is the main campus of Western Michigan University, located in Kalamazoo, Michigan and serving as the institution’s primary academic and administrative center.
-
E.
Downriver Campus
Downriver Campus is a branch of Wayne County Community College District serving students in the Downriver area of metropolitan Detroit with a range of academic and workforce programs.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79a2c30a481908c45020c37caebe4 |
completed | April 9, 2026, 12:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e441bb14d08190ac01bf3daa34ae43 |
completed | April 19, 2026, 2:45 a.m. |
| NEDg | Description generation | batch_69e44c0606408190819b9d3fd58f818f |
completed | April 19, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4510dc55081908f89aab15726b2a8 |
completed | April 19, 2026, 3:50 a.m. |
Created at: April 8, 2026, 9:27 p.m.