Triple
T6372330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NASCAR Technical Institute |
E143379
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Universal Technical Institute
Universal Technical Institute is a leading for-profit technical education provider in the United States specializing in automotive, diesel, collision repair, motorcycle, and marine technician training.
|
E588906
|
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: Universal Technical Institute | Statement: [NASCAR Technical Institute, operatedBy, Universal Technical Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universal Technical Institute Context triple: [NASCAR Technical Institute, operatedBy, Universal Technical Institute]
-
A.
NASCAR Technical Institute
NASCAR Technical Institute is a specialized automotive and motorsports training school that prepares students for careers in high-performance racing and related automotive fields.
-
B.
Lincoln Technical Institute
Lincoln Technical Institute is a career-focused vocational school system in the United States that offers technical training programs in fields such as automotive, skilled trades, healthcare, and information technology.
-
C.
Ford Education Center
Ford Education Center is an educational facility at the Detroit Zoo that hosts learning programs, exhibits, and events focused on wildlife and conservation.
-
D.
Advanced Technology Training Center
The Advanced Technology Training Center is a specialized Cuyahoga Community College facility focused on hands-on education and workforce training in advanced and emerging technologies.
-
E.
Henry Ford College
Henry Ford College is a public community college named after industrialist Henry Ford, offering a range of associate degree and certificate 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: Universal Technical Institute Triple: [NASCAR Technical Institute, operatedBy, Universal Technical Institute]
Generated description
Universal Technical Institute is a leading for-profit technical education provider in the United States specializing in automotive, diesel, collision repair, motorcycle, and marine technician training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universal Technical Institute Target entity description: Universal Technical Institute is a leading for-profit technical education provider in the United States specializing in automotive, diesel, collision repair, motorcycle, and marine technician training.
-
A.
NASCAR Technical Institute
NASCAR Technical Institute is a specialized automotive and motorsports training school that prepares students for careers in high-performance racing and related automotive fields.
-
B.
Lincoln Technical Institute
Lincoln Technical Institute is a career-focused vocational school system in the United States that offers technical training programs in fields such as automotive, skilled trades, healthcare, and information technology.
-
C.
Ford Education Center
Ford Education Center is an educational facility at the Detroit Zoo that hosts learning programs, exhibits, and events focused on wildlife and conservation.
-
D.
Advanced Technology Training Center
The Advanced Technology Training Center is a specialized Cuyahoga Community College facility focused on hands-on education and workforce training in advanced and emerging technologies.
-
E.
Henry Ford College
Henry Ford College is a public community college named after industrialist Henry Ford, offering a range of associate degree and certificate 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_69c008d9f4348190ab598a2913259a1c |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06829d76c819092b476631459233a |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d9203988190a535b4f06f478292 |
completed | March 27, 2026, 7:11 a.m. |
| NEDg | Description generation | batch_69c6306eca2c81909ee4930c0dc62072 |
completed | March 27, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c630eb15cc8190b55c6cf60c5690d2 |
completed | March 27, 2026, 7:25 a.m. |
Created at: March 22, 2026, 4:33 p.m.