Triple
T11838237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of Audit |
E281577
|
entity |
| Predicate | accountabilityTo |
P42085
|
FINISHED |
| Object |
U.S. Department of Labor leadership
U.S. Department of Labor leadership comprises the senior officials responsible for setting policy, overseeing operations, and ensuring the effective administration of the nation’s labor laws and workforce programs.
|
E950390
|
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: U.S. Department of Labor leadership | Statement: [Office of Audit, accountabilityTo, U.S. Department of Labor leadership]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Labor leadership Context triple: [Office of Audit, accountabilityTo, U.S. Department of Labor leadership]
-
A.
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.
-
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.
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.
-
E.
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.
- 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: U.S. Department of Labor leadership Triple: [Office of Audit, accountabilityTo, U.S. Department of Labor leadership]
Generated description
U.S. Department of Labor leadership comprises the senior officials responsible for setting policy, overseeing operations, and ensuring the effective administration of the nation’s labor laws and workforce programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Labor leadership Target entity description: U.S. Department of Labor leadership comprises the senior officials responsible for setting policy, overseeing operations, and ensuring the effective administration of the nation’s labor laws and workforce programs.
-
A.
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.
-
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.
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.
-
E.
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.
- 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a63106b48190917817ec40d21a49 |
completed | April 10, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f167766c048190b8aaf09732d338d8 |
completed | April 29, 2026, 2:05 a.m. |
| NEDg | Description generation | batch_69f17004fb908190a486c6718c5252cb |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f1db11f0f48190832ca4f552f21751 |
completed | April 29, 2026, 10:18 a.m. |
Created at: April 8, 2026, 9:43 p.m.