Triple
T2999728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of the Assistant Secretaries of Labor |
E81156
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Assistant Secretary of Labor for Public Affairs
The Assistant Secretary of Labor for Public Affairs is a senior U.S. Department of Labor official responsible for overseeing the agency’s communications, media relations, and public information strategies.
|
E323825
|
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: Assistant Secretary of Labor for Public Affairs | Statement: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Public Affairs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of Labor for Public Affairs Context triple: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Public Affairs]
-
A.
Assistant Secretary of Labor for Administration and Management
The Assistant Secretary of Labor for Administration and Management is a senior U.S. Department of Labor official responsible for overseeing the agency’s internal operations, including budget, human resources, information technology, and administrative services.
-
B.
Assistant Secretary of Labor for Employment and Training
The Assistant Secretary of Labor for Employment and Training is a senior U.S. Department of Labor official responsible for overseeing national workforce development, job training, and employment services programs.
-
C.
United States Deputy Secretary of Labor
The United States Deputy Secretary of Labor is the second-highest-ranking official in the U.S. Department of Labor, responsible for assisting the Secretary in overseeing national labor policies, programs, and administration.
-
D.
Assistant Secretary of Labor for Wage and Hour
The Assistant Secretary of Labor for Wage and Hour is the senior U.S. Department of Labor official responsible for enforcing federal minimum wage, overtime pay, child labor, and related workplace standards through the Wage and Hour Division.
-
E.
Assistant Secretary of Labor for International Affairs
The Assistant Secretary of Labor for International Affairs is a senior U.S. Department of Labor official responsible for overseeing international labor policy, global labor standards, and the department’s engagement with foreign governments and international organizations.
- 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: Assistant Secretary of Labor for Public Affairs Triple: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Public Affairs]
Generated description
The Assistant Secretary of Labor for Public Affairs is a senior U.S. Department of Labor official responsible for overseeing the agency’s communications, media relations, and public information strategies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of Labor for Public Affairs Target entity description: The Assistant Secretary of Labor for Public Affairs is a senior U.S. Department of Labor official responsible for overseeing the agency’s communications, media relations, and public information strategies.
-
A.
Assistant Secretary of Labor for Administration and Management
The Assistant Secretary of Labor for Administration and Management is a senior U.S. Department of Labor official responsible for overseeing the agency’s internal operations, including budget, human resources, information technology, and administrative services.
-
B.
Assistant Secretary of Labor for Employment and Training
The Assistant Secretary of Labor for Employment and Training is a senior U.S. Department of Labor official responsible for overseeing national workforce development, job training, and employment services programs.
-
C.
United States Deputy Secretary of Labor
The United States Deputy Secretary of Labor is the second-highest-ranking official in the U.S. Department of Labor, responsible for assisting the Secretary in overseeing national labor policies, programs, and administration.
-
D.
Assistant Secretary of Labor for Wage and Hour
The Assistant Secretary of Labor for Wage and Hour is the senior U.S. Department of Labor official responsible for enforcing federal minimum wage, overtime pay, child labor, and related workplace standards through the Wage and Hour Division.
-
E.
Assistant Secretary of Labor for International Affairs
The Assistant Secretary of Labor for International Affairs is a senior U.S. Department of Labor official responsible for overseeing international labor policy, global labor standards, and the department’s engagement with foreign governments and international organizations.
- 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99f8eb248190b50fd539a06a5a62 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eee1433c8190bdee291c12feeceb |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1f33537c4819099b59c7d72a2caed |
completed | March 11, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f36df0688190bdb33da448543404 |
completed | March 11, 2026, 10:57 p.m. |
Created at: March 8, 2026, 2:59 p.m.