Triple

T6037699
Position Surface form Disambiguated ID Type / Status
Subject Texas A&M University–Commerce E134462 entity
Predicate hasCollege P113 FINISHED
Object 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.
 E566489 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 Human Services | Statement: [Texas A&M University–Commerce, hasCollege, College of Education and Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: College of Education and Human Services
Context triple: [Texas A&M University–Commerce, hasCollege, College of Education and Human Services]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. College of Education, Health, and Human Services
    The College of Education, Health, and Human Services is an academic division of Westfield State University that focuses on preparing professionals in teaching, health-related fields, and human service disciplines.
  • E. College of Education, Health and Human Services
    The College of Education, Health and Human Services is a Kent State University academic division specializing in teacher preparation, health professions, and human services 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 and Human Services
Triple: [Texas A&M University–Commerce, hasCollege, College of Education and Human Services]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: College of Education and Human Services
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. College of Education, Health, and Human Services
    The College of Education, Health, and Human Services is an academic division of Westfield State University that focuses on preparing professionals in teaching, health-related fields, and human service disciplines.
  • E. College of Education, Health and Human Services
    The College of Education, Health and Human Services is a Kent State University academic division specializing in teacher preparation, health professions, and human services programs.
  • 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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056ccac948190a27547878d4db8e4 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cfbb4cc81909736d5d041dd0b23 completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11e89c75481908381df126a7b1661 completed March 23, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69c11ef6971c8190b8dde5568b330b41 completed March 23, 2026, 11:07 a.m.
Created at: March 22, 2026, 4:08 p.m.