Triple

T13359195
Position Surface form Disambiguated ID Type / Status
Subject Assistant Secretary of Labor for Employee Benefits Security E318776 entity
Predicate abbreviation P43 FINISHED
Object Assistant Secretary for EBSA
The Assistant Secretary for EBSA is the senior U.S. Department of Labor official responsible for overseeing and enforcing federal laws governing private-sector employee benefit plans, including retirement and health plans.
E1036658 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 for EBSA | Statement: [Assistant Secretary of Labor for Employee Benefits Security, abbreviation, Assistant Secretary for EBSA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for EBSA
Context triple: [Assistant Secretary of Labor for Employee Benefits Security, abbreviation, Assistant Secretary for EBSA]
  • 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. Under Secretary for Management
    The Under Secretary for Management is a senior U.S. Department of Homeland Security official responsible for overseeing the department’s core administrative, financial, and operational support functions.
  • C. DEA Deputy Administrator
    The DEA Deputy Administrator is the second-highest-ranking official in the U.S. Drug Enforcement Administration, overseeing key operational and regulatory functions of the agency.
  • D. Under Secretary of State for Management
    The Under Secretary of State for Management is a senior U.S. State Department official responsible for overseeing the department’s administrative, budgetary, personnel, and logistical operations.
  • E. Under Secretary of Labor for Labor-Management Relations
    The Under Secretary of Labor for Labor-Management Relations is a senior U.S. Department of Labor official responsible for overseeing and guiding national policies and programs affecting labor unions, collective bargaining, and employer-employee relations.
  • 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 for EBSA
Triple: [Assistant Secretary of Labor for Employee Benefits Security, abbreviation, Assistant Secretary for EBSA]
Generated description
The Assistant Secretary for EBSA is the senior U.S. Department of Labor official responsible for overseeing and enforcing federal laws governing private-sector employee benefit plans, including retirement and health plans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for EBSA
Target entity description: The Assistant Secretary for EBSA is the senior U.S. Department of Labor official responsible for overseeing and enforcing federal laws governing private-sector employee benefit plans, including retirement and health plans.
  • 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. Under Secretary for Management
    The Under Secretary for Management is a senior U.S. Department of Homeland Security official responsible for overseeing the department’s core administrative, financial, and operational support functions.
  • C. DEA Deputy Administrator
    The DEA Deputy Administrator is the second-highest-ranking official in the U.S. Drug Enforcement Administration, overseeing key operational and regulatory functions of the agency.
  • D. Under Secretary of State for Management
    The Under Secretary of State for Management is a senior U.S. State Department official responsible for overseeing the department’s administrative, budgetary, personnel, and logistical operations.
  • E. Under Secretary of Labor for Labor-Management Relations
    The Under Secretary of Labor for Labor-Management Relations is a senior U.S. Department of Labor official responsible for overseeing and guiding national policies and programs affecting labor unions, collective bargaining, and employer-employee relations.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da62887e588190bd7241c720a112a2 completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7267ab580819091577c24dd952c99 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7277a73248190aa59a997d719cab8 completed May 3, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69f7281e150081909a92201ceb30b8d6 completed May 3, 2026, 10:49 a.m.
Created at: April 9, 2026, 9:32 p.m.