Triple

T996378
Position Surface form Disambiguated ID Type / Status
Subject University of South Florida E21503 entity
Predicate hasCollege P113 FINISHED
Object College of Behavioral and Community Sciences
The College of Behavioral and Community Sciences is an academic unit at the University of South Florida focused on research and education in human behavior, mental health, and community well-being.
E117507 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 Behavioral and Community Sciences | Statement: [University of South Florida, hasCollege, College of Behavioral and Community Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Behavioral and Community Sciences
Context triple: [University of South Florida, hasCollege, College of Behavioral and Community Sciences]
  • A. College of Social and Behavioral Sciences
    The College of Social and Behavioral Sciences is an academic division of the University of Massachusetts Amherst that focuses on disciplines such as social sciences, public policy, communication, and related fields.
  • B. School of Social and Behavioral Sciences
    The School of Social and Behavioral Sciences is an academic division at Marist College focused on disciplines such as psychology, social work, criminal justice, and related fields that study human behavior and social systems.
  • C. School of Human Sciences
    The School of Human Sciences at Osaka University is an interdisciplinary faculty focused on studying human behavior, society, and well-being through fields such as psychology, sociology, and related social sciences.
  • D. College of Education, Health, and Human Sciences
    The College of Education, Health, and Human Sciences is a major academic unit at the University of Tennessee, Knoxville, that prepares professionals in teaching, health, and human services through interdisciplinary programs and research.
  • E. College of Health and Human Services
    The College of Health and Human Services is an academic division of Rockhurst University that offers professional programs in health-related and human service disciplines.
  • 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 Behavioral and Community Sciences
Triple: [University of South Florida, hasCollege, College of Behavioral and Community Sciences]
Generated description
The College of Behavioral and Community Sciences is an academic unit at the University of South Florida focused on research and education in human behavior, mental health, and community well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Behavioral and Community Sciences
Target entity description: The College of Behavioral and Community Sciences is an academic unit at the University of South Florida focused on research and education in human behavior, mental health, and community well-being.
  • A. College of Social and Behavioral Sciences
    The College of Social and Behavioral Sciences is an academic division of the University of Massachusetts Amherst that focuses on disciplines such as social sciences, public policy, communication, and related fields.
  • B. School of Social and Behavioral Sciences
    The School of Social and Behavioral Sciences is an academic division at Marist College focused on disciplines such as psychology, social work, criminal justice, and related fields that study human behavior and social systems.
  • C. School of Human Sciences
    The School of Human Sciences at Osaka University is an interdisciplinary faculty focused on studying human behavior, society, and well-being through fields such as psychology, sociology, and related social sciences.
  • D. College of Education, Health, and Human Sciences
    The College of Education, Health, and Human Sciences is a major academic unit at the University of Tennessee, Knoxville, that prepares professionals in teaching, health, and human services through interdisciplinary programs and research.
  • E. College of Health and Human Services
    The College of Health and Human Services is an academic division of Rockhurst University that offers professional programs in health-related and human service disciplines.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4df6dcc819084a7c0a50637a2c2 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2593a6588190b52989e9670d84e3 completed March 7, 2026, 1:18 p.m.
NEDg Description generation batch_69ac268798cc81908254b8733437c55e completed March 7, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69ac26ee09f0819098a7b1adcbb79053 completed March 7, 2026, 1:23 p.m.
Created at: March 1, 2026, 7:41 p.m.