Triple

T12043913
Position Surface form Disambiguated ID Type / Status
Subject University of Phoenix E286734 entity
Predicate operatedBy P86 FINISHED
Object Apollo Education Group
Apollo Education Group is a private education company best known as the former parent organization of the University of Phoenix and other for-profit higher education institutions.
 E961147 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: Apollo Education Group | Statement: [University of Phoenix, operatedBy, Apollo Education Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apollo Education Group
Context triple: [University of Phoenix, operatedBy, Apollo Education Group]
  • A. Adtalem Global Education
    Adtalem Global Education is a global education provider that owns and operates a portfolio of institutions and training organizations focused on professional and workforce development in fields such as healthcare, business, and technology.
  • B. New Oriental Education & Technology Group
    New Oriental Education & Technology Group is a major Chinese private education services company best known for its test-preparation, language training, and overseas study consulting programs.
  • C. Achieve, Inc.
    Achieve, Inc. is a nonprofit education organization known for developing and supporting rigorous academic standards and assessments, including the Next Generation Science Standards.
  • D. First Student
    First Student is a major North American school bus transportation company providing student transportation services across numerous school districts.
  • E. Petrocelli College of Continuing Studies
    Petrocelli College of Continuing Studies is a professional and continuing education college within Fairleigh Dickinson University that offers flexible degree and certificate programs for adult, nontraditional, and part-time learners.
  • 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: Apollo Education Group
Triple: [University of Phoenix, operatedBy, Apollo Education Group]
Generated description
Apollo Education Group is a private education company best known as the former parent organization of the University of Phoenix and other for-profit higher education institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apollo Education Group
Target entity description: Apollo Education Group is a private education company best known as the former parent organization of the University of Phoenix and other for-profit higher education institutions.
  • A. Adtalem Global Education
    Adtalem Global Education is a global education provider that owns and operates a portfolio of institutions and training organizations focused on professional and workforce development in fields such as healthcare, business, and technology.
  • B. New Oriental Education & Technology Group
    New Oriental Education & Technology Group is a major Chinese private education services company best known for its test-preparation, language training, and overseas study consulting programs.
  • C. Achieve, Inc.
    Achieve, Inc. is a nonprofit education organization known for developing and supporting rigorous academic standards and assessments, including the Next Generation Science Standards.
  • D. First Student
    First Student is a major North American school bus transportation company providing student transportation services across numerous school districts.
  • E. Petrocelli College of Continuing Studies
    Petrocelli College of Continuing Studies is a professional and continuing education college within Fairleigh Dickinson University that offers flexible degree and certificate programs for adult, nontraditional, and part-time learners.
  • 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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040d13108190bd1a969fa62aae5a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49db574bc8190a0f2f858a2ff788d completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d9460bc8190869f2b7d095d98cb completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f56495830c8190ad5e1767f251b4c5 completed May 2, 2026, 2:42 a.m.
Created at: April 8, 2026, 9:47 p.m.