Triple

T85439
Position Surface form Disambiguated ID Type / Status
Subject United States Department of Labor E1719 entity
Predicate hasDivision P35 FINISHED
Object Office of Federal Contract Compliance Programs
The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
E9561 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 Federal Contract Compliance Programs | Statement: [United States Department of Labor, hasDivision, Office of Federal Contract Compliance Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Federal Contract Compliance Programs
Context triple: [United States Department of Labor, hasDivision, Office of Federal Contract Compliance Programs]
  • A. Committee on Fair Employment Practice
    The Committee on Fair Employment Practice was a U.S. federal agency established during World War II to prevent employment discrimination in defense industries and government based on race, creed, color, or national origin.
  • B. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • C. Committee on Contracting Oversight and Equity
    The Committee on Contracting Oversight and Equity is a Chicago City Council body that monitors and promotes fairness, transparency, and equitable practices in the city’s contracting and procurement processes.
  • D. Office of Faith-Based and Neighborhood Partnerships
    The Office of Faith-Based and Neighborhood Partnerships is a White House office that coordinates the federal government’s engagement with religious and community organizations to address social needs and support policy initiatives.
  • E. Office of Enforcement and Compliance Assurance
    The Office of Enforcement and Compliance Assurance is the U.S. EPA division responsible for enforcing federal environmental laws and ensuring regulated entities comply with environmental standards.
  • 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 Federal Contract Compliance Programs
Triple: [United States Department of Labor, hasDivision, Office of Federal Contract Compliance Programs]
Generated description
The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Federal Contract Compliance Programs
Target entity description: The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
  • A. Committee on Fair Employment Practice
    The Committee on Fair Employment Practice was a U.S. federal agency established during World War II to prevent employment discrimination in defense industries and government based on race, creed, color, or national origin.
  • B. Office of Inspector General
    The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
  • C. Committee on Contracting Oversight and Equity
    The Committee on Contracting Oversight and Equity is a Chicago City Council body that monitors and promotes fairness, transparency, and equitable practices in the city’s contracting and procurement processes.
  • D. Office of Faith-Based and Neighborhood Partnerships
    The Office of Faith-Based and Neighborhood Partnerships is a White House office that coordinates the federal government’s engagement with religious and community organizations to address social needs and support policy initiatives.
  • E. Office of Enforcement and Compliance Assurance
    The Office of Enforcement and Compliance Assurance is the U.S. EPA division responsible for enforcing federal environmental laws and ensuring regulated entities comply with environmental standards.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f4fa22c819096152bb577e11fa6 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266ea53f48190a0a09700697ffd45 completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a26ada5f908190afcc754be9fffd07 completed Feb. 28, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_69a26b668a948190811c208dae793975 completed Feb. 28, 2026, 4:13 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.