Triple
T542904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edsel Ford |
E12668
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Detroit Business University
Detroit Business University was a former educational institution in Detroit, Michigan, known for training students in business and commercial subjects.
|
E68101
|
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: Detroit Business University | Statement: [Edsel Ford, education, Detroit Business University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Detroit Business University Context triple: [Edsel Ford, education, Detroit Business University]
-
A.
Detroit University School
Detroit University School was a private preparatory school in Detroit, Michigan, known for educating students from prominent local families, including future automotive executive Edsel Ford.
-
B.
University of Detroit Mercy
The University of Detroit Mercy is a private Catholic university in Detroit, Michigan, known for its programs in law, dentistry, engineering, and health professions.
-
C.
Dearborn campus
Dearborn campus is a regional campus of the University of Michigan located in Dearborn, Michigan, offering a range of undergraduate and graduate programs.
-
D.
Kettering University
Kettering University is a private STEM-focused university in Flint, Michigan, known for its strong engineering programs and mandatory cooperative education model with industry partners.
-
E.
Smith School of Business
Smith School of Business is the business school of Queen’s University in Kingston, Canada, known for its undergraduate, MBA, and specialized graduate programs in management and commerce.
- 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: Detroit Business University Triple: [Edsel Ford, education, Detroit Business University]
Generated description
Detroit Business University was a former educational institution in Detroit, Michigan, known for training students in business and commercial subjects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Detroit Business University Target entity description: Detroit Business University was a former educational institution in Detroit, Michigan, known for training students in business and commercial subjects.
-
A.
Detroit University School
Detroit University School was a private preparatory school in Detroit, Michigan, known for educating students from prominent local families, including future automotive executive Edsel Ford.
-
B.
University of Detroit Mercy
The University of Detroit Mercy is a private Catholic university in Detroit, Michigan, known for its programs in law, dentistry, engineering, and health professions.
-
C.
Dearborn campus
Dearborn campus is a regional campus of the University of Michigan located in Dearborn, Michigan, offering a range of undergraduate and graduate programs.
-
D.
Kettering University
Kettering University is a private STEM-focused university in Flint, Michigan, known for its strong engineering programs and mandatory cooperative education model with industry partners.
-
E.
Smith School of Business
Smith School of Business is the business school of Queen’s University in Kingston, Canada, known for its undergraduate, MBA, and specialized graduate programs in management and commerce.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4986250508190ac91cfdf7d57073d |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4d042a590819096ed622dc6bcf8e4 |
completed | March 1, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69a4d0a6aa508190b8a29de838d2dbb0 |
completed | March 1, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4d114973c81908c3d8fb393f9ee14 |
completed | March 1, 2026, 11:51 p.m. |
Created at: March 1, 2026, 7:32 p.m.