Triple

T787341
Position Surface form Disambiguated ID Type / Status
Subject DeVry Inc. E16833 entity
Predicate hasSubsidiary P254 FINISHED
Object Becker Professional Education
Becker Professional Education is a leading provider of professional exam preparation and continuing education programs, best known for its CPA exam review courses.
 E92889 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: Becker Professional Education | Statement: [DeVry Inc., hasSubsidiary, Becker Professional Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Becker Professional Education
Context triple: [DeVry Inc., hasSubsidiary, Becker Professional Education]
  • A. Professional Development Bureau
    The Professional Development Bureau is a division of the Metropolitan Police Department of the District of Columbia responsible for training, education, and career development of its officers and staff.
  • B. Training Bureau
    The Training Bureau is the division of the New York City Police Department responsible for educating, training, and developing police recruits and in-service officers.
  • C. DeVry Inc.
    DeVry Inc. is a for-profit higher education company in the United States that operates DeVry University and related educational institutions.
  • D. Laurel Business Institute
    Laurel Business Institute is a private career and technical school offering vocational and professional training programs in Uniontown, Pennsylvania.
  • E. Detroit Business University
    Detroit Business University was a former educational institution in Detroit, Michigan, known for training students in business and commercial subjects.
  • 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: Becker Professional Education
Triple: [DeVry Inc., hasSubsidiary, Becker Professional Education]
Generated description
Becker Professional Education is a leading provider of professional exam preparation and continuing education programs, best known for its CPA exam review courses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Becker Professional Education
Target entity description: Becker Professional Education is a leading provider of professional exam preparation and continuing education programs, best known for its CPA exam review courses.
  • A. Professional Development Bureau
    The Professional Development Bureau is a division of the Metropolitan Police Department of the District of Columbia responsible for training, education, and career development of its officers and staff.
  • B. Training Bureau
    The Training Bureau is the division of the New York City Police Department responsible for educating, training, and developing police recruits and in-service officers.
  • C. DeVry Inc.
    DeVry Inc. is a for-profit higher education company in the United States that operates DeVry University and related educational institutions.
  • D. Laurel Business Institute
    Laurel Business Institute is a private career and technical school offering vocational and professional training programs in Uniontown, Pennsylvania.
  • E. Detroit Business University
    Detroit Business University was a former educational institution in Detroit, Michigan, known for training students in business and commercial subjects.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a78171908190a38a70274bfbebf9 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6733e47148190bad0ac71cf45dd85 completed March 3, 2026, 5:35 a.m.
NEDg Description generation batch_69a673afbd308190863aea2ff0f650cb completed March 3, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_69a6743f50d0819089885836b9668466 completed March 3, 2026, 5:40 a.m.
Created at: March 1, 2026, 7:38 p.m.