Triple
T2999731
| 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 Disability Employment Policy
The Assistant Secretary of Labor for Disability Employment Policy is the senior U.S. Department of Labor official responsible for developing and promoting national policies that increase employment opportunities and workplace inclusion for people with disabilities.
|
E318780
|
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 Disability Employment Policy | Statement: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Disability Employment Policy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of Labor for Disability Employment Policy Context triple: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Disability Employment Policy]
-
A.
United States Assistant Secretary of Labor for Policy, Evaluation, and Research
The United States Assistant Secretary of Labor for Policy, Evaluation, and Research is a senior Department of Labor official responsible for developing, analyzing, and assessing national labor policies and programs.
-
B.
Chief Financial Officer of the U.S. Department of Labor
The Chief Financial Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
-
C.
Chief Human Capital Officer of the U.S. Department of Labor
The Chief Human Capital Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s workforce strategy, talent management, and human resources policies to support its mission and operations.
-
D.
Chief Information Officer of the U.S. Department of Labor
The Chief Information Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s information technology strategy, systems, cybersecurity, and data management to support its mission and operations.
-
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 Disability Employment Policy Triple: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Disability Employment Policy]
Generated description
The Assistant Secretary of Labor for Disability Employment Policy is the senior U.S. Department of Labor official responsible for developing and promoting national policies that increase employment opportunities and workplace inclusion for people with disabilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of Labor for Disability Employment Policy Target entity description: The Assistant Secretary of Labor for Disability Employment Policy is the senior U.S. Department of Labor official responsible for developing and promoting national policies that increase employment opportunities and workplace inclusion for people with disabilities.
-
A.
United States Assistant Secretary of Labor for Policy, Evaluation, and Research
The United States Assistant Secretary of Labor for Policy, Evaluation, and Research is a senior Department of Labor official responsible for developing, analyzing, and assessing national labor policies and programs.
-
B.
Chief Financial Officer of the U.S. Department of Labor
The Chief Financial Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
-
C.
Chief Human Capital Officer of the U.S. Department of Labor
The Chief Human Capital Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s workforce strategy, talent management, and human resources policies to support its mission and operations.
-
D.
Chief Information Officer of the U.S. Department of Labor
The Chief Information Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s information technology strategy, systems, cybersecurity, and data management to support its mission and operations.
-
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_69b12e4b54188190bf900bf10061a57a |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f188c7c81908d1d575252dc4bda |
completed | March 11, 2026, 9 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1c9bccb3081909e6869b5cba68117 |
completed | March 11, 2026, 7:59 p.m. |
Created at: March 8, 2026, 2:59 p.m.