Triple

T5446116
Position Surface form Disambiguated ID Type / Status
Subject Office of the Secretary of State of Georgia E122251 entity
Predicate oversees P46 FINISHED
Object Georgia Professional Licensing Boards Division
The Georgia Professional Licensing Boards Division is a state agency responsible for regulating and licensing a wide range of professional occupations in Georgia to ensure public protection and standards of practice.
E521031 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: Georgia Professional Licensing Boards Division | Statement: [Office of the Secretary of State of Georgia, oversees, Georgia Professional Licensing Boards Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia Professional Licensing Boards Division
Context triple: [Office of the Secretary of State of Georgia, oversees, Georgia Professional Licensing Boards Division]
  • 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. Massachusetts Division of Professional Licensure
    The Massachusetts Division of Professional Licensure is a state agency responsible for overseeing and regulating numerous professional licensing boards and ensuring standards of practice across a wide range of occupations in Massachusetts.
  • C. Indiana Board of Law Examiners
    The Indiana Board of Law Examiners is the state body responsible for administering the bar examination and overseeing admission to the practice of law in Indiana.
  • D. 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.
  • E. State Board for Educator Certification
    The State Board for Educator Certification is a Texas governing body that oversees the preparation, certification, and professional standards of public school educators in the state.
  • 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: Georgia Professional Licensing Boards Division
Triple: [Office of the Secretary of State of Georgia, oversees, Georgia Professional Licensing Boards Division]
Generated description
The Georgia Professional Licensing Boards Division is a state agency responsible for regulating and licensing a wide range of professional occupations in Georgia to ensure public protection and standards of practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia Professional Licensing Boards Division
Target entity description: The Georgia Professional Licensing Boards Division is a state agency responsible for regulating and licensing a wide range of professional occupations in Georgia to ensure public protection and standards of practice.
  • 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. Massachusetts Division of Professional Licensure
    The Massachusetts Division of Professional Licensure is a state agency responsible for overseeing and regulating numerous professional licensing boards and ensuring standards of practice across a wide range of occupations in Massachusetts.
  • C. Indiana Board of Law Examiners
    The Indiana Board of Law Examiners is the state body responsible for administering the bar examination and overseeing admission to the practice of law in Indiana.
  • D. 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.
  • E. State Board for Educator Certification
    The State Board for Educator Certification is a Texas governing body that oversees the preparation, certification, and professional standards of public school educators in the state.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91cf5d488190868ffefad02c7a04 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf413573c08190beae400c485d2132 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4364b2f48190b69cc27ca6900892 completed March 22, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf43b523a88190938662ae89eba502 completed March 22, 2026, 1:19 a.m.
Created at: March 20, 2026, 2:07 p.m.