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.