Triple

T19174650
Position Surface form Disambiguated ID Type / Status
Subject Minnesota Executive Branch E469408 entity
Predicate oversees P46 FINISHED
Object Minnesota Department of Employment and Economic Development
The Minnesota Department of Employment and Economic Development is the state’s primary economic development agency, responsible for promoting business growth, workforce development, and job creation in Minnesota.
E1363783 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: Minnesota Department of Employment and Economic Development | Statement: [Minnesota Executive Branch, oversees, Minnesota Department of Employment and Economic Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Minnesota Department of Employment and Economic Development
Context triple: [Minnesota Executive Branch, oversees, Minnesota Department of Employment and Economic Development]
  • A. Minnesota Department of Human Services
    The Minnesota Department of Human Services is a state agency responsible for administering social services and public assistance programs that support the health and well-being of Minnesota residents.
  • B. Government of Minnesota
    The Government of Minnesota is the state’s central governing authority, encompassing the executive, legislative, and judicial branches that administer public policy and services across Minnesota.
  • C. Minnesota Department of Education
    The Minnesota Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding in Minnesota.
  • D. Minnesota Department of Health
    The Minnesota Department of Health is the state agency responsible for protecting, maintaining, and improving the health of Minnesotans through public health policy, regulation, and programs.
  • E. Iowa Workforce Development
    Iowa Workforce Development is the state agency responsible for administering employment services, workforce training programs, and unemployment insurance in Iowa.
  • 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: Minnesota Department of Employment and Economic Development
Triple: [Minnesota Executive Branch, oversees, Minnesota Department of Employment and Economic Development]
Generated description
The Minnesota Department of Employment and Economic Development is the state’s primary economic development agency, responsible for promoting business growth, workforce development, and job creation in Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Minnesota Department of Employment and Economic Development
Target entity description: The Minnesota Department of Employment and Economic Development is the state’s primary economic development agency, responsible for promoting business growth, workforce development, and job creation in Minnesota.
  • A. Minnesota Department of Commerce
    The Minnesota Department of Commerce is a state agency responsible for regulating and overseeing commerce-related activities such as insurance, financial institutions, energy resources, and consumer protection within Minnesota.
  • B. Minnesota Department of Human Services
    The Minnesota Department of Human Services is a state agency responsible for administering social services and public assistance programs that support the health and well-being of Minnesota residents.
  • C. Government of Minnesota
    The Government of Minnesota is the state’s central governing authority, encompassing the executive, legislative, and judicial branches that administer public policy and services across Minnesota.
  • D. Minnesota Department of Education
    The Minnesota Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and funding in Minnesota.
  • E. Minnesota Department of Health
    The Minnesota Department of Health is the state agency responsible for protecting, maintaining, and improving the health of Minnesotans through public health policy, regulation, and programs.
  • 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_69d8dd09d5a081909ae43c286651ae5a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f166d3888190adaf6dc8531a8ed1 completed April 20, 2026, 9:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f8ae89dc819098830e25b3552dee completed May 15, 2026, 10:42 a.m.
NEDg Description generation batch_6a06fc91e6ac81909da9ac934d445cdf completed May 15, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a06fe1c24788190872d037a6f9e6325 completed May 15, 2026, 11:06 a.m.
Created at: April 10, 2026, 12:06 p.m.