Triple
T5268240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William J. Usery Jr. |
E119190
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Assistant Secretary of Labor for Labor-Management Relations
The Assistant Secretary of Labor for Labor-Management Relations is a senior U.S. Department of Labor official responsible for overseeing and guiding federal policies and programs related to labor unions, collective bargaining, and employer-employee relations.
|
E507650
|
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 Labor-Management Relations | Statement: [William J. Usery Jr., positionHeld, Assistant Secretary of Labor for Labor-Management Relations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of Labor for Labor-Management Relations Context triple: [William J. Usery Jr., positionHeld, Assistant Secretary of Labor for Labor-Management Relations]
-
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 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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Labor-Management Relations Triple: [William J. Usery Jr., positionHeld, Assistant Secretary of Labor for Labor-Management Relations]
Generated description
The Assistant Secretary of Labor for Labor-Management Relations is a senior U.S. Department of Labor official responsible for overseeing and guiding federal policies and programs related to labor unions, collective bargaining, and employer-employee relations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of Labor for Labor-Management Relations Target entity description: The Assistant Secretary of Labor for Labor-Management Relations is a senior U.S. Department of Labor official responsible for overseeing and guiding federal policies and programs related to labor unions, collective bargaining, and employer-employee relations.
-
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 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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69bd446c38e081908cdaf113bdf86790 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7bfc3f288190b128777caaad2275 |
completed | March 20, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe924e80819083fbc761900e263c |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69bf028c767881908e164047cb92179a |
completed | March 21, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf02fc28a48190acfcf367ae9d8384 |
completed | March 21, 2026, 8:43 p.m. |
Created at: March 20, 2026, 1:51 p.m.