Triple

T572326
Position Surface form Disambiguated ID Type / Status
Subject University of Massachusetts Amherst E13688 entity
Predicate hasCollege P113 FINISHED
Object College of Education
The College of Education at the University of Massachusetts Amherst is an academic unit that prepares educators, researchers, and policymakers through undergraduate, graduate, and professional programs in teaching, learning, and educational leadership.
 E72768 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 | Statement: [University of Massachusetts Amherst, hasCollege, College of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: College of Education
Context triple: [University of Massachusetts Amherst, hasCollege, College of Education]
  • A. College of Education
    The College of Education at Oregon State University is an academic unit that prepares future educators and education professionals through undergraduate, graduate, and research programs focused on teaching, learning, and leadership.
  • B. College of Education
    The College of Education is an academic division of the University of Alabama that prepares students for careers in teaching, educational leadership, and related fields through undergraduate and graduate programs.
  • C. School of Education
    The School of Education is an academic division of North Carolina Central University that prepares students for careers in teaching, educational leadership, and related fields.
  • D. School of Education
    The School of Education at American University is an academic division focused on preparing educators, researchers, and policymakers through programs in teaching, educational leadership, and related fields.
  • E. School of Education
    The School of Education at the University of Michigan is a leading academic unit dedicated to research, teacher preparation, and graduate studies in education and educational policy.
  • 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
Triple: [University of Massachusetts Amherst, hasCollege, College of Education]
Generated description
The College of Education at the University of Massachusetts Amherst is an academic unit that prepares educators, researchers, and policymakers through undergraduate, graduate, and professional programs in teaching, learning, and educational leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: College of Education
Target entity description: The College of Education at the University of Massachusetts Amherst is an academic unit that prepares educators, researchers, and policymakers through undergraduate, graduate, and professional programs in teaching, learning, and educational leadership.
  • A. College of Education
    The College of Education at Oregon State University is an academic unit that prepares future educators and education professionals through undergraduate, graduate, and research programs focused on teaching, learning, and leadership.
  • B. College of Education
    The College of Education is an academic division of the University of Alabama that prepares students for careers in teaching, educational leadership, and related fields through undergraduate and graduate programs.
  • C. School of Education
    The School of Education at the University of Michigan is a leading academic unit dedicated to research, teacher preparation, and graduate studies in education and educational policy.
  • D. School of Education
    The School of Education is an academic division of North Carolina Central University that prepares students for careers in teaching, educational leadership, and related fields.
  • E. School of Education
    The School of Education at American University is an academic division focused on preparing educators, researchers, and policymakers through programs in teaching, educational leadership, and related 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b49bad88190bc73d31a317c0ef4 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5089de648819097efdaa016aa33d2 completed March 2, 2026, 3:48 a.m.
NEDg Description generation batch_69a5096f59708190837cb90cc138765d completed March 2, 2026, 3:52 a.m.
NED2 Entity disambiguation (via description) batch_69a509e5f4248190bf0ac6545e200978 completed March 2, 2026, 3:54 a.m.
Created at: March 1, 2026, 7:33 p.m.