Triple

T18384247
Position Surface form Disambiguated ID Type / Status
Subject Iowa community college system E446537 entity
Predicate coordinatesWith P1140 FINISHED
Object Iowa Workforce Development
Iowa Workforce Development is the state agency responsible for administering employment services, workforce training programs, and unemployment insurance in Iowa.
 E1320925 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: Iowa Workforce Development | Statement: [Iowa community college system, coordinatesWith, Iowa Workforce Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Workforce Development
Context triple: [Iowa community college system, coordinatesWith, Iowa Workforce Development]
  • A. Iowa Economic Development Authority
    The Iowa Economic Development Authority is a state agency responsible for promoting economic growth, business development, and job creation in Iowa.
  • B. Iowa Department of Education
    The Iowa Department of Education is the state agency responsible for overseeing public education, setting academic standards, and providing guidance and support to school districts across Iowa.
  • C. Iowa Department of Management
    The Iowa Department of Management is a state agency responsible for statewide budgeting, planning, and policy coordination to support efficient and effective government operations in Iowa.
  • D. Iowa Department of Human Services
    The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
  • E. Iowa Department of Administrative Services
    The Iowa Department of Administrative Services is a state government agency responsible for providing centralized administrative, facility, and support services for Iowa’s executive branch.
  • 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: Iowa Workforce Development
Triple: [Iowa community college system, coordinatesWith, Iowa Workforce Development]
Generated description
Iowa Workforce Development is the state agency responsible for administering employment services, workforce training programs, and unemployment insurance in Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Workforce Development
Target entity description: Iowa Workforce Development is the state agency responsible for administering employment services, workforce training programs, and unemployment insurance in Iowa.
  • A. Iowa Economic Development Authority
    The Iowa Economic Development Authority is a state agency responsible for promoting economic growth, business development, and job creation in Iowa.
  • B. Iowa Department of Education
    The Iowa Department of Education is the state agency responsible for overseeing public education, setting academic standards, and providing guidance and support to school districts across Iowa.
  • C. Iowa Department of Management
    The Iowa Department of Management is a state agency responsible for statewide budgeting, planning, and policy coordination to support efficient and effective government operations in Iowa.
  • D. Iowa Department of Human Services
    The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
  • E. Iowa Department of Administrative Services
    The Iowa Department of Administrative Services is a state government agency responsible for providing centralized administrative, facility, and support services for Iowa’s executive branch.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e5179da1048190944398e229e7a4c1 completed April 19, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d784b3008190b84905ed433d846d completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8512d4c8190b113f7ed1f8a044c completed May 13, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8d863cc819098b46d5d26db05cd completed May 13, 2026, 1:50 a.m.
Created at: April 10, 2026, 10:45 a.m.