Triple

T22360518
Position Surface form Disambiguated ID Type / Status
Subject Office of the Under Secretary for Marketing and Regulatory Programs E552766 entity
Predicate headOfGovernmentBody P452 FINISHED
Object Under Secretary for Marketing and Regulatory Programs
The Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture official responsible for overseeing national agricultural marketing, animal and plant health, and related regulatory policies and programs.
E1532437 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: Under Secretary for Marketing and Regulatory Programs | Statement: [Office of the Under Secretary for Marketing and Regulatory Programs, headOfGovernmentBody, Under Secretary for Marketing and Regulatory Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Under Secretary for Marketing and Regulatory Programs
Context triple: [Office of the Under Secretary for Marketing and Regulatory Programs, headOfGovernmentBody, Under Secretary for Marketing and Regulatory Programs]
  • A. Under Secretary for Strategy, Policy, and Plans
    The Under Secretary for Strategy, Policy, and Plans is a top Department of Homeland Security official responsible for developing and coordinating long-term strategies, policies, and planning across the department’s missions.
  • 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. 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.
  • D. Deputy Governor for Markets and Banking
    The Deputy Governor for Markets and Banking is a senior executive of the Bank of England responsible for overseeing financial markets operations, banking services, and the implementation of monetary and financial stability policies.
  • E. 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.
  • 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: Under Secretary for Marketing and Regulatory Programs
Triple: [Office of the Under Secretary for Marketing and Regulatory Programs, headOfGovernmentBody, Under Secretary for Marketing and Regulatory Programs]
Generated description
The Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture official responsible for overseeing national agricultural marketing, animal and plant health, and related regulatory policies and programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Under Secretary for Marketing and Regulatory Programs
Target entity description: The Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture official responsible for overseeing national agricultural marketing, animal and plant health, and related regulatory policies and programs.
  • A. Under Secretary for Strategy, Policy, and Plans
    The Under Secretary for Strategy, Policy, and Plans is a top Department of Homeland Security official responsible for developing and coordinating long-term strategies, policies, and planning across the department’s missions.
  • 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. 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.
  • D. Deputy Governor for Markets and Banking
    The Deputy Governor for Markets and Banking is a senior executive of the Bank of England responsible for overseeing financial markets operations, banking services, and the implementation of monetary and financial stability policies.
  • E. 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.
  • 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_69e11e4affcc8190ba7c27d29062558d completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f157d3852c819082518851568e1b51 completed April 29, 2026, 12:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae061d4648190926598d971674630 completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae17a4d48819094ea2bc413fcb19f completed May 18, 2026, 9:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae259a6f88190b0ecd726591710b3 completed May 18, 2026, 9:56 a.m.
Created at: April 16, 2026, 8:44 p.m.