Triple

T1136946
Position Surface form Disambiguated ID Type / Status
Subject Animal and Plant Health Inspection Service E23161 entity
Predicate hasDivision P35 FINISHED
Object Marketing and Regulatory Programs Business Services
Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
E130744 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: Marketing and Regulatory Programs Business Services | Statement: [Animal and Plant Health Inspection Service, hasDivision, Marketing and Regulatory Programs Business Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marketing and Regulatory Programs Business Services
Context triple: [Animal and Plant Health Inspection Service, hasDivision, Marketing and Regulatory Programs Business Services]
  • A. Corporate and Securities Law Program
    The Corporate and Securities Law Program is a specialized academic and research initiative at Columbia Law School focused on corporate governance, securities regulation, and financial markets.
  • B. Corporate Services Directorate
    The Corporate Services Directorate is an administrative division of the Caribbean Community (CARICOM) Secretariat responsible for providing internal support functions such as finance, human resources, and general corporate administration.
  • C. Law & Business Program
    The Law & Business Program is a specialized academic track at the University of Virginia School of Law that integrates legal education with business and financial training to prepare students for corporate and transactional practice.
  • D. Office of Client Solutions Policy and Programs
    The Office of Client Solutions Policy and Programs is a component of the U.S. General Services Administration responsible for developing and managing policies and programs that support federal agencies’ acquisition, customer service, and client-focused solutions.
  • E. Office of Markets
    The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
  • 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: Marketing and Regulatory Programs Business Services
Triple: [Animal and Plant Health Inspection Service, hasDivision, Marketing and Regulatory Programs Business Services]
Generated description
Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marketing and Regulatory Programs Business Services
Target entity description: Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
  • A. Corporate and Securities Law Program
    The Corporate and Securities Law Program is a specialized academic and research initiative at Columbia Law School focused on corporate governance, securities regulation, and financial markets.
  • B. Corporate Services Directorate
    The Corporate Services Directorate is an administrative division of the Caribbean Community (CARICOM) Secretariat responsible for providing internal support functions such as finance, human resources, and general corporate administration.
  • C. Law & Business Program
    The Law & Business Program is a specialized academic track at the University of Virginia School of Law that integrates legal education with business and financial training to prepare students for corporate and transactional practice.
  • D. Office of Client Solutions Policy and Programs
    The Office of Client Solutions Policy and Programs is a component of the U.S. General Services Administration responsible for developing and managing policies and programs that support federal agencies’ acquisition, customer service, and client-focused solutions.
  • E. Office of Markets
    The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc2450c481909b9264e170070326 completed March 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59ae5f20819093f8acc3ba7a6638 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5b5e2c688190a7d4998a3ed0f443 completed March 7, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69ac5bb6e78c8190a34ecbc246f72ff6 completed March 7, 2026, 5:09 p.m.
Created at: March 1, 2026, 7:44 p.m.