Triple

T787330
Position Surface form Disambiguated ID Type / Status
Subject DeVry Inc. E16833 entity
Predicate operates P24 FINISHED
Object DeVry University
DeVry University is a private, for-profit university in the United States known for its career-focused programs in fields such as business, technology, and healthcare.
 E16833 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: DeVry University | Statement: [DeVry Inc., operates, DeVry University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DeVry University
Context triple: [DeVry Inc., operates, DeVry University]
  • A. DeVry Inc.
    DeVry Inc. is a for-profit higher education company in the United States that operates DeVry University and related educational institutions.
  • B. Berkeley College
    Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
  • C. Elmhurst University
    Elmhurst University is a private liberal arts institution located in the Chicago suburb of Elmhurst, Illinois.
  • D. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Franklin University
    Franklin University is a private, adult-focused institution of higher education known for its flexible degree programs and strong emphasis on serving working professionals.
  • 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: DeVry University
Triple: [DeVry Inc., operates, DeVry University]
Generated description
DeVry University is a private, for-profit university in the United States known for its career-focused programs in fields such as business, technology, and healthcare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DeVry University
Target entity description: DeVry University is a private, for-profit university in the United States known for its career-focused programs in fields such as business, technology, and healthcare.
  • A. DeVry Inc. chosen
    DeVry Inc. is a for-profit higher education company in the United States that operates DeVry University and related educational institutions.
  • B. Berkeley College
    Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
  • C. Elmhurst University
    Elmhurst University is a private liberal arts institution located in the Chicago suburb of Elmhurst, Illinois.
  • D. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Franklin University
    Franklin University is a private, adult-focused institution of higher education known for its flexible degree programs and strong emphasis on serving working professionals.
  • F. None of above.

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_69a6787eac608190acc40d56f827284e completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a67a663f6c819084b5dffdde3531aa completed March 3, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69a67b1d50b0819088232ad797babced completed March 3, 2026, 6:09 a.m.
Created at: March 1, 2026, 7:38 p.m.