Triple

T1727824
Position Surface form Disambiguated ID Type / Status
Subject University of New Orleans E37537 entity
Predicate hasCollege P113 FINISHED
Object College of Liberal Arts, Education and Human Development
The College of Liberal Arts, Education and Human Development is an academic division of the University of New Orleans that offers programs in the humanities, social sciences, education, and related fields focused on human development and learning.
E195243 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 Liberal Arts, Education and Human Development | Statement: [University of New Orleans, hasCollege, College of Liberal Arts, Education and Human Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts, Education and Human Development
Context triple: [University of New Orleans, hasCollege, College of Liberal Arts, Education and Human Development]
  • A. College of Liberal Arts & Education
    The College of Liberal Arts & Education is an academic division of the University of Detroit Mercy offering programs in the humanities, social sciences, and education.
  • B. College of Liberal Arts and Social Sciences
    The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
  • C. College of Liberal Arts & Sciences
    The College of Liberal Arts & Sciences is a major academic division of UNC Charlotte that offers a wide range of programs in the humanities, social sciences, and natural sciences.
  • D. College of Liberal Arts and Behavioral Sciences
    The College of Liberal Arts and Behavioral Sciences is an academic division of Texas Southern University that offers programs in the humanities, social sciences, and related disciplines focused on understanding human behavior and culture.
  • E. College of Liberal Arts and Sciences
    The College of Liberal Arts and Sciences is the University of Florida’s largest and most academically diverse college, encompassing a wide range of disciplines in the humanities, social sciences, and natural 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 Liberal Arts, Education and Human Development
Triple: [University of New Orleans, hasCollege, College of Liberal Arts, Education and Human Development]
Generated description
The College of Liberal Arts, Education and Human Development is an academic division of the University of New Orleans that offers programs in the humanities, social sciences, education, and related fields focused on human development and learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts, Education and Human Development
Target entity description: The College of Liberal Arts, Education and Human Development is an academic division of the University of New Orleans that offers programs in the humanities, social sciences, education, and related fields focused on human development and learning.
  • A. College of Liberal Arts & Education
    The College of Liberal Arts & Education is an academic division of the University of Detroit Mercy offering programs in the humanities, social sciences, and education.
  • B. College of Liberal Arts and Social Sciences
    The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
  • C. College of Liberal Arts & Sciences
    The College of Liberal Arts & Sciences is a major academic division of UNC Charlotte that offers a wide range of programs in the humanities, social sciences, and natural sciences.
  • D. College of Liberal Arts and Behavioral Sciences
    The College of Liberal Arts and Behavioral Sciences is an academic division of Texas Southern University that offers programs in the humanities, social sciences, and related disciplines focused on understanding human behavior and culture.
  • E. College of Liberal Arts and Sciences
    The College of Liberal Arts and Sciences is the University of Florida’s largest and most academically diverse college, encompassing a wide range of disciplines in the humanities, social sciences, and natural 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa637c26988190ad5c400856684825 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af6b034819087f6d168b9f5249a completed March 8, 2026, 2:43 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.