Triple

T12986278
Position Surface form Disambiguated ID Type / Status
Subject United States Deputy Secretary of Labor E321773 entity
Predicate worksWith P398 FINISHED
Object Assistant Secretaries of Labor
Assistant Secretaries of Labor are senior U.S. Department of Labor officials who oversee specific policy areas and programs under the direction of the Secretary and Deputy Secretary of Labor.
E321772 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 Secretaries of Labor | Statement: [United States Deputy Secretary of Labor, worksWith, Assistant Secretaries of Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assistant Secretaries of Labor
Context triple: [United States Deputy Secretary of Labor, worksWith, Assistant Secretaries of Labor]
  • 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. 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.
  • C. Assistant Secretaries of Energy
    Assistant Secretaries of Energy are senior U.S. Department of Energy officials who oversee major policy and program areas such as energy efficiency, fossil energy, nuclear energy, and environmental management.
  • D. Assistant Secretaries of Transportation
    Assistant Secretaries of Transportation are senior U.S. Department of Transportation officials who oversee key policy, program, and administrative areas under the Secretary of Transportation.
  • E. 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.
  • 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 Secretaries of Labor
Triple: [United States Deputy Secretary of Labor, worksWith, Assistant Secretaries of Labor]
Generated description
Assistant Secretaries of Labor are senior U.S. Department of Labor officials who oversee specific policy areas and programs under the direction of the Secretary and Deputy Secretary of Labor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assistant Secretaries of Labor
Target entity description: Assistant Secretaries of Labor are senior U.S. Department of Labor officials who oversee specific policy areas and programs under the direction of the Secretary and Deputy Secretary of Labor.
  • A. Assistant Secretary of Labor for Administration and Management chosen
    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. 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.
  • C. Assistant Secretaries of Energy
    Assistant Secretaries of Energy are senior U.S. Department of Energy officials who oversee major policy and program areas such as energy efficiency, fossil energy, nuclear energy, and environmental management.
  • D. Assistant Secretaries of Transportation
    Assistant Secretaries of Transportation are senior U.S. Department of Transportation officials who oversee key policy, program, and administrative areas under the Secretary of Transportation.
  • E. 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.
  • F. None of above.

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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5f47ec8190b39107bc016f9824 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f6245c8190867417c3ef1852e5 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba3daefc81908eca79fd4a8df89f completed May 3, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:40 p.m.