Triple

T14354898
Position Surface form Disambiguated ID Type / Status
Subject University of Limerick E355945 entity
Predicate hasCooperativeEducationOffice P113907 FINISHED
Object Cooperative Education and Careers Division
The Cooperative Education and Careers Division is the University of Limerick’s central unit responsible for coordinating work placements and providing career development support to students.
E1096451 NE FINISHED

How this triple was built (5 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: Cooperative Education and Careers Division | Statement: [University of Limerick, hasCooperativeEducationOffice, Cooperative Education and Careers Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cooperative Education and Careers Division
Context triple: [University of Limerick, hasCooperativeEducationOffice, Cooperative Education and Careers Division]
  • A. Office of Career, Technical, and Adult Education
    The Office of Career, Technical, and Adult Education is a federal agency that oversees and supports career and technical education, adult education, and workforce development programs across the United States.
  • B. Committee on Academic Career Opportunities and Placement
    The Committee on Academic Career Opportunities and Placement is a body within the American Philosophical Association that focuses on issues of employment, professional development, and job placement for philosophers in academia.
  • C. Education and Training Division
    The Education and Training Division is a unit within Japan’s National Institute for Defense Studies responsible for developing and delivering professional education and training programs for defense and security personnel.
  • D. Division of Continuing Education
    The Division of Continuing Education is the Harvard University unit that offers professional, part-time, and extension programs for adult and nontraditional learners.
  • E. Apprenticeship and Training Division
    The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
  • 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: Cooperative Education and Careers Division
Triple: [University of Limerick, hasCooperativeEducationOffice, Cooperative Education and Careers Division]
Generated description
The Cooperative Education and Careers Division is the University of Limerick’s central unit responsible for coordinating work placements and providing career development support to students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cooperative Education and Careers Division
Target entity description: The Cooperative Education and Careers Division is the University of Limerick’s central unit responsible for coordinating work placements and providing career development support to students.
  • A. Office of Career, Technical, and Adult Education
    The Office of Career, Technical, and Adult Education is a federal agency that oversees and supports career and technical education, adult education, and workforce development programs across the United States.
  • B. Committee on Academic Career Opportunities and Placement
    The Committee on Academic Career Opportunities and Placement is a body within the American Philosophical Association that focuses on issues of employment, professional development, and job placement for philosophers in academia.
  • C. Education and Training Division
    The Education and Training Division is a unit within Japan’s National Institute for Defense Studies responsible for developing and delivering professional education and training programs for defense and security personnel.
  • D. Division of Continuing Education
    The Division of Continuing Education is the Harvard University unit that offers professional, part-time, and extension programs for adult and nontraditional learners.
  • E. Apprenticeship and Training Division
    The Apprenticeship and Training Division is a unit of Oregon’s state labor agency that oversees registered apprenticeship programs and workforce training standards across the state.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCooperativeEducationOffice
Context triple: [University of Limerick, hasCooperativeEducationOffice, Cooperative Education and Careers Division]
  • A. hasPreparatoryDepartment
    Indicates that one entity (typically an educational institution) includes or is associated with a preparatory department that provides preliminary or foundational instruction.
  • B. hasStudentHousingCooperationWith
    Indicates that one institution collaborates with another to provide or manage student housing or accommodation services.
  • C. hasGlobalEducationOffice
    Indicates that an entity maintains a dedicated office or unit responsible for managing and coordinating its global or international education activities and programs.
  • D. constituentCampusOf
    Indicates that one campus is a constituent or component part of a larger educational institution or university system.
  • E. hasCollegeCampus
    Indicates that an institution or organization possesses or is associated with a specific college campus as a physical or organizational site.
  • F. None of above. chosen

Provenance (7 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f519bf881908615f4d47e0f77aa completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c44ff4c8190bbcc7a34b98ac330 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd512c32a081908e516c51d846a2c0 completed May 8, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69fd51e9a43c8190965bf0c7b5bbab26 completed May 8, 2026, 3 a.m.
PD Predicate disambiguation batch_69de2a9958e881909d03ac03f135163e completed April 14, 2026, 11:52 a.m.
PDg Predicate description generation batch_69de2e8a40e4819080240c874da1842c completed April 14, 2026, 12:09 p.m.
Created at: April 10, 2026, 1:15 a.m.