Triple

T4825338
Position Surface form Disambiguated ID Type / Status
Subject Marshall University E107809 entity
Predicate hasCollege P113 FINISHED
Object College of Education and Professional Development
The College of Education and Professional Development is Marshall University’s academic unit dedicated to preparing educators and related professionals through undergraduate, graduate, and continuing education programs.
E473393 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: College of Education and Professional Development | Statement: [Marshall University, hasCollege, College of Education and Professional Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Education and Professional Development
Context triple: [Marshall University, hasCollege, College of Education and Professional Development]
  • A. College of Professional Education
    The College of Professional Education is an academic division of Texas Woman's University that focuses on preparing students for careers in fields such as education, counseling, and related professional services.
  • B. Faculty of Education and Professional Studies
    The Faculty of Education and Professional Studies is an academic division of Nipissing University that offers teacher education and a range of professional programs in fields such as social sciences, business, and human services.
  • C. College of Education and Professional Studies
    The College of Education and Professional Studies is an academic division of the University of West Florida that offers programs preparing students for careers in teaching, education leadership, and related professional fields.
  • D. College of Professional and Continuing Education
    The College of Professional and Continuing Education is a Creighton University division that offers flexible, career-focused programs and lifelong learning opportunities for adult and nontraditional students.
  • E. College of Education and Human Services
    The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
  • 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: College of Education and Professional Development
Triple: [Marshall University, hasCollege, College of Education and Professional Development]
Generated description
The College of Education and Professional Development is Marshall University’s academic unit dedicated to preparing educators and related professionals through undergraduate, graduate, and continuing education programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Education and Professional Development
Target entity description: The College of Education and Professional Development is Marshall University’s academic unit dedicated to preparing educators and related professionals through undergraduate, graduate, and continuing education programs.
  • A. College of Professional Education
    The College of Professional Education is an academic division of Texas Woman's University that focuses on preparing students for careers in fields such as education, counseling, and related professional services.
  • B. Faculty of Education and Professional Studies
    The Faculty of Education and Professional Studies is an academic division of Nipissing University that offers teacher education and a range of professional programs in fields such as social sciences, business, and human services.
  • C. College of Education and Professional Studies
    The College of Education and Professional Studies is an academic division of the University of West Florida that offers programs preparing students for careers in teaching, education leadership, and related professional fields.
  • D. College of Professional and Continuing Education
    The College of Professional and Continuing Education is a Creighton University division that offers flexible, career-focused programs and lifelong learning opportunities for adult and nontraditional students.
  • E. College of Education and Human Services
    The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
  • 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_69bd43fac8188190803f0327190621e4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cadb2bc81909455149e46eb593a completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dca2b708190ac05c91ba04d9ff6 completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4fc6ea3c819099ede84700eb5a5a completed March 21, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69be5146f1ac8190977512323af69487 completed March 21, 2026, 8:05 a.m.
Created at: March 20, 2026, 1:24 p.m.