Triple
T5952817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Career Education Corporation |
E132438
|
entity |
| Predicate | operated |
P1688
|
FINISHED |
| Object |
Colorado Technical University
Colorado Technical University is a for-profit university offering career-focused degree programs, particularly in technology, business, and management fields, through both online and campus-based formats.
|
E557954
|
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: Colorado Technical University | Statement: [Career Education Corporation, operated, Colorado Technical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colorado Technical University Context triple: [Career Education Corporation, operated, Colorado Technical University]
-
A.
Colorado Mesa University
Colorado Mesa University is a public university in western Colorado known for its diverse undergraduate and graduate programs and strong regional focus on applied learning and community engagement.
-
B.
University of Colorado Colorado Springs
The University of Colorado Colorado Springs is a public research university in Colorado known for its programs in engineering, business, and the liberal arts as part of the University of Colorado system.
-
C.
Colorado State University
Colorado State University is a public land-grant research university in Fort Collins, Colorado, known for its programs in agriculture, engineering, veterinary medicine, and environmental sciences.
-
D.
Colorado State University Pueblo
Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
-
E.
Colorado State University System
The Colorado State University System is a public higher education system in Colorado that oversees multiple campuses, including Colorado State University in Fort Collins, CSU Pueblo, and CSU Global.
- 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: Colorado Technical University Triple: [Career Education Corporation, operated, Colorado Technical University]
Generated description
Colorado Technical University is a for-profit university offering career-focused degree programs, particularly in technology, business, and management fields, through both online and campus-based formats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colorado Technical University Target entity description: Colorado Technical University is a for-profit university offering career-focused degree programs, particularly in technology, business, and management fields, through both online and campus-based formats.
-
A.
Colorado Mesa University
Colorado Mesa University is a public university in western Colorado known for its diverse undergraduate and graduate programs and strong regional focus on applied learning and community engagement.
-
B.
University of Colorado Colorado Springs
The University of Colorado Colorado Springs is a public research university in Colorado known for its programs in engineering, business, and the liberal arts as part of the University of Colorado system.
-
C.
Colorado State University
Colorado State University is a public land-grant research university in Fort Collins, Colorado, known for its programs in agriculture, engineering, veterinary medicine, and environmental sciences.
-
D.
Colorado State University Pueblo
Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
-
E.
Colorado State University System
The Colorado State University System is a public higher education system in Colorado that oversees multiple campuses, including Colorado State University in Fort Collins, CSU Pueblo, and CSU Global.
- 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_69c0086b05cc8190a8f36a96927a525c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03983b8848190afaa37f35c95bad6 |
completed | March 22, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3d1801c819093dc43dc5a525796 |
completed | March 23, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69c0e781af588190a8f5572a03b24822 |
completed | March 23, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0e7f767f8819086026b95c4534733 |
completed | March 23, 2026, 7:12 a.m. |
Created at: March 22, 2026, 4:02 p.m.