Triple
T2690673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ypsilanti |
E58392
|
entity |
| Predicate | isUniversityHostCity |
P263
|
FINISHED |
| Object | Eastern Michigan University |
E88498
|
NE FINISHED |
How this triple was built (3 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: Eastern Michigan University | Statement: [Ypsilanti, isUniversityHostCity, Eastern Michigan University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Michigan University Context triple: [Ypsilanti, isUniversityHostCity, Eastern Michigan University]
-
A.
Eastern Michigan University
chosen
Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
-
B.
Western Michigan University
Western Michigan University is a public research university located in Kalamazoo, Michigan, known for its programs in aviation, engineering, business, and education.
-
C.
Northern Michigan University
Northern Michigan University is a public university located in Marquette, Michigan, known for its programs in fields such as education, health sciences, and technology, and for serving as a major educational and cultural hub in Michigan’s Upper Peninsula.
-
D.
Central Michigan University
Central Michigan University is a public research university in Mount Pleasant, Michigan, known for its comprehensive academic programs and strong teacher education and health professions offerings.
-
E.
University of Michigan–Flint
The University of Michigan–Flint is a regional public university and satellite campus of the University of Michigan system, offering a range of undergraduate and graduate programs in Flint, Michigan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isUniversityHostCity Context triple: [Ypsilanti, isUniversityHostCity, Eastern Michigan University]
-
A.
universityLocatedIn
Indicates that a university is situated within or associated with a specific geographic location or administrative region.
-
B.
cityOfInstitution
chosen
Indicates the city in which an institution is located or based.
-
C.
isUrbanUniversity
Indicates that a university is located in, or primarily associated with, an urban (city) environment.
-
D.
isLargestUniversityIn
Indicates that a university has the greatest size (e.g., by enrollment, area, or another defined metric) compared to all other universities within a specified region or group.
-
E.
isCollegeTownOf
Indicates that a town or city is primarily known for and significantly shaped by the presence of a particular college or university.
- F. None of above.
Provenance (4 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_69ab4ac269e481909cb317d79e68b75b |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda0ba2208190ad87763ecbef8c3c |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8920e64819099074f019020bb59 |
completed | March 10, 2026, 9:46 a.m. |
| PD | Predicate disambiguation | batch_69abd81c9b4c81908e5e0da6ac5f828b |
completed | March 7, 2026, 7:47 a.m. |
Created at: March 6, 2026, 9:54 p.m.