Triple

T15446036
Position Surface form Disambiguated ID Type / Status
Subject Arkansas State University E370024 entity
Predicate hasCollege P113 FINISHED
Object College of Education and Behavioral Science
The College of Education and Behavioral Science is an academic division of Arkansas State University that prepares students for careers in teaching, counseling, psychology, and related human services fields.
E1158268 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 Behavioral Science | Statement: [Arkansas State University, hasCollege, College of Education and Behavioral Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Education and Behavioral Science
Context triple: [Arkansas State University, hasCollege, College of Education and Behavioral Science]
  • A. College of Education and Behavioral Sciences
    The College of Education and Behavioral Sciences is an academic division of Western Kentucky University that prepares students for careers in teaching, counseling, psychology, and related human services fields.
  • B. College of Education and Behavioral Sciences
    The College of Education and Behavioral Sciences is an academic division of the University of Northern Colorado that focuses on preparing professionals in teaching, counseling, psychology, and related human services fields.
  • C. School of Education and Behavioral Sciences
    The School of Education and Behavioral Sciences is an academic division of Southeastern Oklahoma State University that offers programs focused on teacher preparation, educational leadership, and the study of human behavior.
  • D. College of Education, Health, and Behavioral Sciences
    The College of Education, Health, and Behavioral Sciences is an academic division of the University of Tennessee at Martin that prepares students for careers in teaching, health-related professions, and the behavioral sciences through undergraduate and graduate programs.
  • E. College of Education, Humanities and Behavioral Sciences
    The College of Education, Humanities and Behavioral Sciences is an academic division of Alabama A&M University that offers programs in teacher preparation, liberal arts, and the social and behavioral sciences.
  • 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 Behavioral Science
Triple: [Arkansas State University, hasCollege, College of Education and Behavioral Science]
Generated description
The College of Education and Behavioral Science is an academic division of Arkansas State University that prepares students for careers in teaching, counseling, psychology, and related human services fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Education and Behavioral Science
Target entity description: The College of Education and Behavioral Science is an academic division of Arkansas State University that prepares students for careers in teaching, counseling, psychology, and related human services fields.
  • A. College of Education and Behavioral Sciences
    The College of Education and Behavioral Sciences is an academic division of Western Kentucky University that prepares students for careers in teaching, counseling, psychology, and related human services fields.
  • B. College of Education and Behavioral Sciences
    The College of Education and Behavioral Sciences is an academic division of the University of Northern Colorado that focuses on preparing professionals in teaching, counseling, psychology, and related human services fields.
  • C. School of Education and Behavioral Sciences
    The School of Education and Behavioral Sciences is an academic division of Southeastern Oklahoma State University that offers programs focused on teacher preparation, educational leadership, and the study of human behavior.
  • D. College of Education, Health, and Behavioral Sciences
    The College of Education, Health, and Behavioral Sciences is an academic division of the University of Tennessee at Martin that prepares students for careers in teaching, health-related professions, and the behavioral sciences through undergraduate and graduate programs.
  • E. College of Education, Humanities and Behavioral Sciences
    The College of Education, Humanities and Behavioral Sciences is an academic division of Alabama A&M University that offers programs in teacher preparation, liberal arts, and the social and behavioral sciences.
  • 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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ef767b4819099f2c0919a158321 completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21adb6b88190b573068bda223892 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff25abb8fc8190b1a6dc0b5ba8ccd7 completed May 9, 2026, 12:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff262390f48190b4917926b493b16d completed May 9, 2026, 12:18 p.m.
Created at: April 10, 2026, 3:21 a.m.