Triple
T5952822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Career Education Corporation |
E132438
|
entity |
| Predicate | operated |
P1688
|
FINISHED |
| Object |
International Academy of Design and Technology
The International Academy of Design and Technology was a private, for-profit college system in the United States offering career-focused programs in fields such as design, fashion, and technology.
|
E557957
|
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: International Academy of Design and Technology | Statement: [Career Education Corporation, operated, International Academy of Design and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: International Academy of Design and Technology Context triple: [Career Education Corporation, operated, International Academy of Design and Technology]
-
A.
Berkeley Institute of Design
The Berkeley Institute of Design is an interdisciplinary research and teaching center at UC Berkeley focused on human-centered design, interaction design, and innovative technologies.
-
B.
Art Center College of Design
Art Center College of Design is a renowned private art and design school in Pasadena, California, known for its rigorous programs in fields such as industrial design, film, and visual communication.
-
C.
DigiPen Institute of Technology
DigiPen Institute of Technology is a private university best known for its rigorous programs in game design, computer science, and digital art, particularly for careers in the video game and interactive media industries.
-
D.
Savannah College of Art and Design
Savannah College of Art and Design is a private university renowned for its comprehensive programs in art, design, and creative disciplines, with its main campus located in Savannah, Georgia.
-
E.
Fashion Institute of Design & Merchandising
The Fashion Institute of Design & Merchandising (FIDM) is a private specialized college in California known for its career-focused programs in fashion, design, and entertainment industries.
- 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: International Academy of Design and Technology Triple: [Career Education Corporation, operated, International Academy of Design and Technology]
Generated description
The International Academy of Design and Technology was a private, for-profit college system in the United States offering career-focused programs in fields such as design, fashion, and technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: International Academy of Design and Technology Target entity description: The International Academy of Design and Technology was a private, for-profit college system in the United States offering career-focused programs in fields such as design, fashion, and technology.
-
A.
Berkeley Institute of Design
The Berkeley Institute of Design is an interdisciplinary research and teaching center at UC Berkeley focused on human-centered design, interaction design, and innovative technologies.
-
B.
Art Center College of Design
Art Center College of Design is a renowned private art and design school in Pasadena, California, known for its rigorous programs in fields such as industrial design, film, and visual communication.
-
C.
DigiPen Institute of Technology
DigiPen Institute of Technology is a private university best known for its rigorous programs in game design, computer science, and digital art, particularly for careers in the video game and interactive media industries.
-
D.
Savannah College of Art and Design
Savannah College of Art and Design is a private university renowned for its comprehensive programs in art, design, and creative disciplines, with its main campus located in Savannah, Georgia.
-
E.
Fashion Institute of Design & Merchandising
The Fashion Institute of Design & Merchandising (FIDM) is a private specialized college in California known for its career-focused programs in fashion, design, and entertainment industries.
- 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.