Triple

T6761867
Position Surface form Disambiguated ID Type / Status
Subject Oakland University E154612 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Education and Human Services
The School of Education and Human Services is an academic division of Oakland University that prepares students for careers in teaching, counseling, leadership, and other human service professions.
 E617503 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: School of Education and Human Services | Statement: [Oakland University, hasAcademicUnit, School of Education and Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Education and Human Services
Context triple: [Oakland University, hasAcademicUnit, School of Education and Human Services]
  • A. College of Education and Human Services
    The College of Education and Human Services is an academic division of Texas A&M University–Commerce that prepares students for careers in teaching, counseling, social services, and related helping professions.
  • B. 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.
  • C. College of Education and Human Services
    The College of Education and Human Services is an academic division of Western Illinois University that prepares students for careers in teaching, counseling, social services, and related human-centered professions.
  • D. College of Education and Human Services
    The College of Education and Human Services is an academic division of Murray State University that prepares students for careers in teaching, counseling, social services, and related helping professions.
  • E. College of Education, Health, and Human Services
    The College of Education, Health, and Human Services is an academic unit of the University of Michigan–Dearborn that offers programs preparing students for careers in teaching, health-related fields, and human services.
  • 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: School of Education and Human Services
Triple: [Oakland University, hasAcademicUnit, School of Education and Human Services]
Generated description
The School of Education and Human Services is an academic division of Oakland University that prepares students for careers in teaching, counseling, leadership, and other human service professions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Education and Human Services
Target entity description: The School of Education and Human Services is an academic division of Oakland University that prepares students for careers in teaching, counseling, leadership, and other human service professions.
  • A. College of Education and Human Services
    The College of Education and Human Services is an academic division of Texas A&M University–Commerce that prepares students for careers in teaching, counseling, social services, and related helping professions.
  • B. 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.
  • C. College of Education and Human Services
    The College of Education and Human Services is an academic division of Murray State University that prepares students for careers in teaching, counseling, social services, and related helping professions.
  • D. College of Education and Human Services
    The College of Education and Human Services is an academic division of Western Illinois University that prepares students for careers in teaching, counseling, social services, and related human-centered professions.
  • E. College of Education, Health, and Human Services
    The College of Education, Health, and Human Services is an academic unit of the University of Michigan–Dearborn that offers programs preparing students for careers in teaching, health-related fields, and human services.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d21444dc8190a290af86c81e96a5 completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712b352d08190932bc99dd3d673ba completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713842b9c8190ae31eba0bd449968 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71444e9ec8190a68531ed29fd9377 completed March 27, 2026, 11:35 p.m.
Created at: March 27, 2026, 2:12 p.m.