Triple
T2450941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livonia, Michigan |
E53701
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Madonna University
Madonna University is a private Catholic liberal arts university known for its career-focused programs and Franciscan values, located in Livonia, Michigan.
|
E267566
|
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: Madonna University | Statement: [Livonia, Michigan, hasHigherEducationInstitution, Madonna University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madonna University Context triple: [Livonia, Michigan, hasHigherEducationInstitution, Madonna University]
-
A.
Barry University
Barry University is a private Catholic university in Miami Shores, Florida, known for its diverse academic programs and professional studies.
-
B.
Albertus University
Albertus University was a historic German university in Königsberg, East Prussia, renowned as a center of Enlightenment scholarship and the workplace of philosopher Immanuel Kant.
-
C.
Aquinas College
Aquinas College is a private Catholic liberal arts college located in Grand Rapids, Michigan.
-
D.
Davenport University
Davenport University is a private, career-focused university based in Michigan, offering a range of business, technology, and health programs both on campus and online.
-
E.
College of St. Mary of the Springs
The College of St. Mary of the Springs was a Catholic liberal arts college in Columbus, Ohio, that later became Ohio Dominican University.
- 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: Madonna University Triple: [Livonia, Michigan, hasHigherEducationInstitution, Madonna University]
Generated description
Madonna University is a private Catholic liberal arts university known for its career-focused programs and Franciscan values, located in Livonia, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madonna University Target entity description: Madonna University is a private Catholic liberal arts university known for its career-focused programs and Franciscan values, located in Livonia, Michigan.
-
A.
Barry University
Barry University is a private Catholic university in Miami Shores, Florida, known for its diverse academic programs and professional studies.
-
B.
Albertus University
Albertus University was a historic German university in Königsberg, East Prussia, renowned as a center of Enlightenment scholarship and the workplace of philosopher Immanuel Kant.
-
C.
Aquinas College
Aquinas College is a private Catholic liberal arts college located in Grand Rapids, Michigan.
-
D.
Davenport University
Davenport University is a private, career-focused university based in Michigan, offering a range of business, technology, and health programs both on campus and online.
-
E.
College of St. Mary of the Springs
The College of St. Mary of the Springs was a Catholic liberal arts college in Columbus, Ohio, that later became Ohio Dominican University.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f402b48190b871b2475983af7e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0c2a7b08190beb27f6a83208e5c |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef5de0e4c8190af460b7e2fb2a5eb |
completed | March 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef68a6a18819097876fea0120103b |
completed | March 9, 2026, 4:34 p.m. |
Created at: March 6, 2026, 9:43 p.m.