Triple

T4721876
Position Surface form Disambiguated ID Type / Status
Subject Alabama A&M University E104786 entity
Predicate hasCollege P113 FINISHED
Object 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.
E466547 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, Humanities and Behavioral Sciences | Statement: [Alabama A&M University, hasCollege, College of Education, Humanities and Behavioral Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Education, Humanities and Behavioral Sciences
Context triple: [Alabama A&M University, hasCollege, College of Education, Humanities and Behavioral Sciences]
  • 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 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 Development
    The College of Education and Human Development is an academic unit at the University of Nevada, Reno that prepares students for careers in teaching, counseling, educational leadership, and related human services fields.
  • E. College of Education and Human Development
    The College of Education and Human Development is an academic unit at the University of Louisville that prepares educators, counselors, and human development professionals through undergraduate, graduate, and research programs.
  • 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, Humanities and Behavioral Sciences
Triple: [Alabama A&M University, hasCollege, College of Education, Humanities and Behavioral Sciences]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Education, Humanities and Behavioral Sciences
Target entity description: 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.
  • 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 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 Development
    The College of Education and Human Development is an academic unit at the University of Nevada, Reno that prepares students for careers in teaching, counseling, educational leadership, and related human services fields.
  • E. College of Education and Human Development
    The College of Education and Human Development is an academic division of the University of Missouri focused on preparing professionals and conducting research in teaching, learning, and human services fields.
  • 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd642b82008190bb70dd60a4149502 completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39ff21f0819094a273a0f26b22f4 completed March 21, 2026, 6:26 a.m.
NEDg Description generation batch_69be3adc766c8190ae5cbe5be14b720a completed March 21, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69be3b645aac8190a6765f0679dd3735 completed March 21, 2026, 6:32 a.m.
Created at: March 20, 2026, 1:18 p.m.