Triple

T19504223
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Department of State E487977 entity
Predicate hasDivision P35 FINISHED
Object Bureau of Professional and Occupational Affairs — NE NERFINISHED

How this triple was built (3 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: Bureau of Professional and Occupational Affairs | Statement: [Pennsylvania Department of State, hasDivision, Bureau of Professional and Occupational Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bureau of Professional and Occupational Affairs
Context triple: [Pennsylvania Department of State, hasDivision, Bureau of Professional and Occupational Affairs]
  • A. Division of Professions and Occupations
    The Division of Professions and Occupations is a Colorado state regulatory body responsible for licensing and overseeing a wide range of professional and occupational fields to protect public health, safety, and welfare.
  • B. 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.
  • C. Bureau of Certification and Licensing
    The Bureau of Certification and Licensing is a division of the U.S. Federal Maritime Commission responsible for overseeing the authorization and regulation of ocean transportation intermediaries and related maritime entities.
  • D. Office of Professional Review
    The Office of Professional Review is an internal oversight and accountability unit within the Maine Department of Corrections that investigates staff conduct and policy compliance.
  • E. Office of Professional Standards
    The Office of Professional Standards is an internal oversight and investigative division responsible for ensuring integrity, accountability, and compliance with policies and laws within the Georgia Department of Corrections.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bureau of Professional and Occupational Affairs
Target entity description: The Bureau of Professional and Occupational Affairs is a Pennsylvania state agency division responsible for licensing, regulating, and overseeing various professional and occupational fields to protect the public.
  • A. Division of Professions and Occupations
    The Division of Professions and Occupations is a Colorado state regulatory body responsible for licensing and overseeing a wide range of professional and occupational fields to protect public health, safety, and welfare.
  • B. 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.
  • C. Bureau of Certification and Licensing
    The Bureau of Certification and Licensing is a division of the U.S. Federal Maritime Commission responsible for overseeing the authorization and regulation of ocean transportation intermediaries and related maritime entities.
  • D. Office of Professional Review
    The Office of Professional Review is an internal oversight and accountability unit within the Maine Department of Corrections that investigates staff conduct and policy compliance.
  • E. Office of Professional Standards
    The Office of Professional Standards is an internal oversight and investigative division responsible for ensuring integrity, accountability, and compliance with policies and laws within the Georgia Department of Corrections.
  • F. None of above. chosen

Provenance (2 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e635105db8819084915dc2d047188d completed April 20, 2026, 2:15 p.m.
Created at: April 10, 2026, 1:40 p.m.