Triple

T3883816
Position Surface form Disambiguated ID Type / Status
Subject Becker Professional Education E92889 entity
Predicate parentOrganization P254 FINISHED
Object 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.
E395374 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: Adtalem Global Education | Statement: [Becker Professional Education, parentOrganization, Adtalem Global Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adtalem Global Education
Context triple: [Becker Professional Education, parentOrganization, Adtalem Global Education]
  • A. Kaplan University
    Kaplan University was a former U.S.-based for-profit online and campus-based higher education institution offering associate, bachelor’s, and graduate degree programs to working adults.
  • B. 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.
  • C. 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.
  • D. Keller Graduate School of Management
    Keller Graduate School of Management is a private graduate business school in the United States offering MBA and other professional master's degree programs, primarily through flexible online and evening formats.
  • E. Union Institute Academy
    Union Institute Academy was a 19th-century educational institution in North Carolina that evolved from Brown’s Schoolhouse and later became part of the lineage leading to the University of North Carolina at Greensboro.
  • 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: Adtalem Global Education
Triple: [Becker Professional Education, parentOrganization, Adtalem Global Education]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adtalem Global Education
Target entity description: 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.
  • A. Kaplan University
    Kaplan University was a former U.S.-based for-profit online and campus-based higher education institution offering associate, bachelor’s, and graduate degree programs to working adults.
  • B. 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.
  • C. 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.
  • D. Keller Graduate School of Management
    Keller Graduate School of Management is a private graduate business school in the United States offering MBA and other professional master's degree programs, primarily through flexible online and evening formats.
  • E. Union Institute Academy
    Union Institute Academy was a 19th-century educational institution in North Carolina that evolved from Brown’s Schoolhouse and later became part of the lineage leading to the University of North Carolina at Greensboro.
  • 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeec9029908190a7b36a3827734db1 completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b512594fa081909ba2afad11f6ea59 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b513013db481908f8fb5f56470c0d0 completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b513730a308190a04696da9ff901b0 completed March 14, 2026, 7:51 a.m.
Created at: March 9, 2026, 3:20 p.m.