Triple

T13464578
Position Surface form Disambiguated ID Type / Status
Subject University of St. Thomas (Houston) E311461 entity
Predicate hasSchool P113 FINISHED
Object School of Education and Human Services
The School of Education and Human Services is an academic division of the University of St. Thomas in Houston that prepares students for careers in teaching, counseling, and other human service professions.
E1041425 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: [University of St. Thomas (Houston), hasSchool, 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: [University of St. Thomas (Houston), hasSchool, School of Education and Human Services]
  • A. 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.
  • B. 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.
  • C. College of Education and Human Services
    The College of Education and Human Services is an academic division of Abilene Christian 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 unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
  • E. College of Education and Human Services
    The College of Education and Human Services is an academic division of Central Michigan University that prepares students for careers in teaching, counseling, social work, 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: School of Education and Human Services
Triple: [University of St. Thomas (Houston), hasSchool, School of Education and Human Services]
Generated description
The School of Education and Human Services is an academic division of the University of St. Thomas in Houston that prepares students for careers in teaching, counseling, 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 the University of St. Thomas in Houston that prepares students for careers in teaching, counseling, and other human service professions.
  • A. 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.
  • B. 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.
  • C. College of Education and Human Services
    The College of Education and Human Services is an academic division of Abilene Christian 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 unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
  • E. 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.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0f1830819085700b4521e44678 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739a439548190bc78eef3b03da8b1 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73b181b80819095b7963bdb366326 completed May 3, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69f73c1d46008190a9fe3ffe1ac76bca completed May 3, 2026, 12:14 p.m.
Created at: April 9, 2026, 9:41 p.m.