Triple
T6984877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commissioner of Labor of Georgia |
E161935
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Georgia Department of Labor career centers
Georgia Department of Labor career centers are state-run facilities that provide employment services, job search assistance, and workforce development resources to job seekers and employers throughout Georgia.
|
E633315
|
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 Department of Labor career centers | Statement: [Commissioner of Labor of Georgia, oversees, Georgia Department of Labor career centers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgia Department of Labor career centers Context triple: [Commissioner of Labor of Georgia, oversees, Georgia Department of Labor career centers]
-
A.
Alabama Department of Labor
The Alabama Department of Labor is the state agency responsible for administering labor laws, unemployment insurance, workplace safety, and workforce services in Alabama.
-
B.
American Job Centers
American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
-
C.
Career Center East
Career Center East is a specialized high school facility in the Lewisville Independent School District that offers career and technical education programs to prepare students for various professions and postsecondary pathways.
-
D.
Chase Career Center
Chase Career Center is the dedicated career services office within the Isenberg School of Management that supports business students with career development, internships, and job placement.
-
E.
Indiana Department of Workforce Development
The Indiana Department of Workforce Development is a state agency responsible for administering employment services, job training programs, and unemployment insurance to support Indiana’s workforce and employers.
- 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 Department of Labor career centers Triple: [Commissioner of Labor of Georgia, oversees, Georgia Department of Labor career centers]
Generated description
Georgia Department of Labor career centers are state-run facilities that provide employment services, job search assistance, and workforce development resources to job seekers and employers throughout Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgia Department of Labor career centers Target entity description: Georgia Department of Labor career centers are state-run facilities that provide employment services, job search assistance, and workforce development resources to job seekers and employers throughout Georgia.
-
A.
Alabama Department of Labor
The Alabama Department of Labor is the state agency responsible for administering labor laws, unemployment insurance, workplace safety, and workforce services in Alabama.
-
B.
American Job Centers
American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
-
C.
Career Center East
Career Center East is a specialized high school facility in the Lewisville Independent School District that offers career and technical education programs to prepare students for various professions and postsecondary pathways.
-
D.
Chase Career Center
Chase Career Center is the dedicated career services office within the Isenberg School of Management that supports business students with career development, internships, and job placement.
-
E.
Indiana Department of Workforce Development
The Indiana Department of Workforce Development is a state agency responsible for administering employment services, job training programs, and unemployment insurance to support Indiana’s workforce and employers.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db91fbc881908c26b7b991995062 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761cb0f1c8190b22b1ad2cd1d7a57 |
completed | March 28, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69c7630440508190a66f218fd912d732 |
completed | March 28, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7639747b88190b3429817d53c5703 |
completed | March 28, 2026, 5:13 a.m. |
Created at: March 27, 2026, 2:31 p.m.