Triple

T5880878
Position Surface form Disambiguated ID Type / Status
Subject Marketing and Regulatory Programs Business Services E130744 entity
Predicate oversightBy P258 FINISHED
Object Office of the Under Secretary for Marketing and Regulatory Programs
The Office of the Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture office that provides leadership and policy direction for federal programs overseeing agricultural marketing, animal and plant health, and related regulatory services.
E552766 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 the Under Secretary for Marketing and Regulatory Programs | Statement: [Marketing and Regulatory Programs Business Services, oversightBy, Office of the Under Secretary for Marketing and Regulatory Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of the Under Secretary for Marketing and Regulatory Programs
Context triple: [Marketing and Regulatory Programs Business Services, oversightBy, Office of the Under Secretary for Marketing and Regulatory Programs]
  • A. 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.
  • B. Office of Capital Markets
    The Office of Capital Markets is a U.S. Treasury Department unit that oversees and advises on policies affecting financial markets, securities, and capital formation.
  • C. Office of Information and Regulatory Affairs
    The Office of Information and Regulatory Affairs is a U.S. federal office that reviews and coordinates executive branch regulations, information collection, and statistical policies to ensure they align with presidential priorities and legal requirements.
  • D. Office of Regulatory Affairs
    The Office of Regulatory Affairs is the U.S. FDA’s primary field organization responsible for inspecting regulated products and manufacturers, enforcing compliance, and overseeing import operations to protect public health.
  • E. Office of the Under Secretary for Health
    The Office of the Under Secretary for Health is the senior leadership office within the U.S. Department of Veterans Affairs responsible for overseeing and directing national healthcare policy and operations for veterans.
  • 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 the Under Secretary for Marketing and Regulatory Programs
Triple: [Marketing and Regulatory Programs Business Services, oversightBy, Office of the Under Secretary for Marketing and Regulatory Programs]
Generated description
The Office of the Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture office that provides leadership and policy direction for federal programs overseeing agricultural marketing, animal and plant health, and related regulatory services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of the Under Secretary for Marketing and Regulatory Programs
Target entity description: The Office of the Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture office that provides leadership and policy direction for federal programs overseeing agricultural marketing, animal and plant health, and related regulatory services.
  • A. 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.
  • B. Office of Capital Markets
    The Office of Capital Markets is a U.S. Treasury Department unit that oversees and advises on policies affecting financial markets, securities, and capital formation.
  • C. Office of Information and Regulatory Affairs
    The Office of Information and Regulatory Affairs is a U.S. federal office that reviews and coordinates executive branch regulations, information collection, and statistical policies to ensure they align with presidential priorities and legal requirements.
  • D. Office of Regulatory Affairs
    The Office of Regulatory Affairs is the U.S. FDA’s primary field organization responsible for inspecting regulated products and manufacturers, enforcing compliance, and overseeing import operations to protect public health.
  • E. Office of the Under Secretary for Health
    The Office of the Under Secretary for Health is the senior leadership office within the U.S. Department of Veterans Affairs responsible for overseeing and directing national healthcare policy and operations for veterans.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03635a41c819086f9a5df242777f2 completed March 22, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b12d9e348190b4baf171ce448d5b completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b20828948190b0459089cb6038d6 completed March 23, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0b286537481908741b9e0a368f94f completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:57 p.m.