Triple

T1542216
Position Surface form Disambiguated ID Type / Status
Subject District of Columbia Department of Consumer and Regulatory Affairs E32893 entity
Predicate responsibility P268 FINISHED
Object professional licensing administration
Professional licensing administration is the governmental function of reviewing qualifications, issuing, renewing, and regulating licenses for individuals and businesses in regulated professions.
E176241 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: professional licensing administration | Statement: [District of Columbia Department of Consumer and Regulatory Affairs, responsibility, professional licensing administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: professional licensing administration
Context triple: [District of Columbia Department of Consumer and Regulatory Affairs, responsibility, professional licensing administration]
  • A. U.S. state licensing boards
    U.S. state licensing boards are regulatory agencies that oversee the licensure and professional standards of surveyors and other professionals within their respective states.
  • B. Division of Licensing Services
    The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
  • 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. Land and Materials Administration
    The Land and Materials Administration is a division of Maryland’s environmental agency responsible for regulating land use, waste management, and materials handling to protect public health and the environment.
  • E. National Registry of Certified Medical Examiners
    The National Registry of Certified Medical Examiners is a U.S. federal program that lists and oversees medical professionals qualified to perform physical examinations for commercial motor vehicle drivers.
  • 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: professional licensing administration
Triple: [District of Columbia Department of Consumer and Regulatory Affairs, responsibility, professional licensing administration]
Generated description
Professional licensing administration is the governmental function of reviewing qualifications, issuing, renewing, and regulating licenses for individuals and businesses in regulated professions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: professional licensing administration
Target entity description: Professional licensing administration is the governmental function of reviewing qualifications, issuing, renewing, and regulating licenses for individuals and businesses in regulated professions.
  • A. U.S. state licensing boards
    U.S. state licensing boards are regulatory agencies that oversee the licensure and professional standards of surveyors and other professionals within their respective states.
  • B. Division of Licensing Services
    The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
  • 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. Land and Materials Administration
    The Land and Materials Administration is a division of Maryland’s environmental agency responsible for regulating land use, waste management, and materials handling to protect public health and the environment.
  • E. National Registry of Certified Medical Examiners
    The National Registry of Certified Medical Examiners is a U.S. federal program that lists and oversees medical professionals qualified to perform physical examinations for commercial motor vehicle drivers.
  • 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9083f982c8190a4c740a95c8cfbff completed March 5, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad309baebc81908240a0370bad9935 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad3117b49881908916e7137f8b655c completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad3179b0148190b69b16b5d2051ece completed March 8, 2026, 8:21 a.m.
Created at: March 4, 2026, 7:26 p.m.