Triple

T5952821
Position Surface form Disambiguated ID Type / Status
Subject Career Education Corporation E132438 entity
Predicate operated P1688 FINISHED
Object Brooks Institute
Brooks Institute was a private for-profit college in California best known for its specialized programs in photography, film, and visual arts.
 E557956 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: Brooks Institute | Statement: [Career Education Corporation, operated, Brooks Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brooks Institute
Context triple: [Career Education Corporation, operated, Brooks Institute]
  • A. Cookman Institute
    Cookman Institute was a historically Black educational institution in Florida known for training African American leaders in the late 19th and early 20th centuries.
  • B. Madison Business College
    Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
  • C. Brooks College of Health
    Brooks College of Health is the University of North Florida’s health-focused academic college, offering programs in fields such as nursing, public health, and allied health professions.
  • D. Beacom School of Business
    Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. LaPenta School of Business
    LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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: Brooks Institute
Triple: [Career Education Corporation, operated, Brooks Institute]
Generated description
Brooks Institute was a private for-profit college in California best known for its specialized programs in photography, film, and visual arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brooks Institute
Target entity description: Brooks Institute was a private for-profit college in California best known for its specialized programs in photography, film, and visual arts.
  • A. Cookman Institute
    Cookman Institute was a historically Black educational institution in Florida known for training African American leaders in the late 19th and early 20th centuries.
  • B. Madison Business College
    Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
  • C. Brooks College of Health
    Brooks College of Health is the University of North Florida’s health-focused academic college, offering programs in fields such as nursing, public health, and allied health professions.
  • D. Beacom School of Business
    Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. LaPenta School of Business
    LaPenta School of Business is the business school of Iona University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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.