Triple
T643858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of the Deputy Secretary of Labor |
E11199
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Office of the Assistant Secretaries of Labor
The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
|
E81156
|
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: Office of the Assistant Secretaries of Labor | Statement: [Office of the Deputy Secretary of Labor, worksWith, Office of the Assistant Secretaries of Labor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of the Assistant Secretaries of Labor Context triple: [Office of the Deputy Secretary of Labor, worksWith, Office of the Assistant Secretaries of Labor]
-
A.
Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
-
B.
Office of the Deputy Secretary of Labor
The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.
-
C.
Office of the Solicitor of the U.S. Department of Labor
The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
-
D.
United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
-
E.
Office of Inspector General of the U.S. Department of Labor
The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs 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: Office of the Assistant Secretaries of Labor Triple: [Office of the Deputy Secretary of Labor, worksWith, Office of the Assistant Secretaries of Labor]
Generated description
The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of the Assistant Secretaries of Labor Target entity description: The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
-
A.
Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
-
B.
Office of the Deputy Secretary of Labor
The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.
-
C.
Office of the Solicitor of the U.S. Department of Labor
The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
-
D.
United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
-
E.
Office of Inspector General of the U.S. Department of Labor
The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs 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_69a493266a2881909daf4c40f719dee8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49f18216081908331aa12dac40214 |
completed | March 1, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a58035296481908c177e782137b194 |
completed | March 2, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_69a5826e8b4081908523f552045e4e91 |
completed | March 2, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a583113320819080feea6882d3bff5 |
completed | March 2, 2026, 12:31 p.m. |
Created at: March 1, 2026, 7:36 p.m.