Triple

T5952841
Position Surface form Disambiguated ID Type / Status
Subject Career Education Corporation E132438 entity
Predicate hasFormerName P65 FINISHED
Object Career Education Corp. E132438 NE FINISHED

How this triple was built (2 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: Career Education Corp. | Statement: [Career Education Corporation, hasFormerName, Career Education Corp.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Career Education Corp.
Context triple: [Career Education Corporation, hasFormerName, Career Education Corp.]
  • A. Career Education Corporation chosen
    Career Education Corporation is a U.S.-based for-profit education company that operates career-focused colleges and universities offering a range of vocational and degree programs.
  • B. 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.
  • C. 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.
  • D. Carrington College
    Carrington College is a U.S.-based career-focused institution offering certificate and degree programs primarily in healthcare and technical fields.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: March 22, 2026, 4:02 p.m.