Triple

T14586
Position Surface form Disambiguated ID Type / Status
Subject University of California, Berkeley E290 entity
Predicate hasSchool P113 FINISHED
Object Graduate School of Education
The Graduate School of Education at the University of California, Berkeley is a leading institution for research, teaching, and policy in the field of education, offering advanced degrees and training for educators, scholars, and educational leaders.
E2610 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: Graduate School of Education | Statement: [University of California, Berkeley, hasSchool, Graduate School of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graduate School of Education
Context triple: [University of California, Berkeley, hasSchool, Graduate School of Education]
  • A. Graduate School of Education
    The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
  • B. 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.
  • C. School of Arts and Sciences
    The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
  • D. School of Social Sciences
    The School of Social Sciences is an academic division within the University of Manchester that focuses on disciplines such as sociology, politics, economics, and related social science fields.
  • E. College of Liberal Arts
    The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
  • 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: Graduate School of Education
Triple: [University of California, Berkeley, hasSchool, Graduate School of Education]
Generated description
The Graduate School of Education at the University of California, Berkeley is a leading institution for research, teaching, and policy in the field of education, offering advanced degrees and training for educators, scholars, and educational leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graduate School of Education
Target entity description: The Graduate School of Education at the University of California, Berkeley is a leading institution for research, teaching, and policy in the field of education, offering advanced degrees and training for educators, scholars, and educational leaders.
  • A. Graduate School of Education
    The Graduate School of Education at the University of Pennsylvania is a leading institution for research and advanced training in education, preparing scholars, policymakers, and practitioners to improve teaching and learning worldwide.
  • B. 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.
  • C. School of Arts and Sciences
    The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
  • D. School of Social Sciences
    The School of Social Sciences is an academic division within the University of Manchester that focuses on disciplines such as sociology, politics, economics, and related social science fields.
  • E. College of Liberal Arts
    The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a240014418819090625e2fb774a2e6 completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e54be7481909db32fd9b1e90cca completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a250b2bf24819096fec87d1eb25454 completed Feb. 28, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69a2514627f081909a032877d07b30bf completed Feb. 28, 2026, 2:21 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.