Triple

T7617037
Position Surface form Disambiguated ID Type / Status
Subject Andrea diSessa E172386 entity
Predicate department P1467 FINISHED
Object Graduate School of Education, University of California, Berkeley
The Graduate School of Education at the University of California, Berkeley is a leading institution for research and graduate training in education, known for its contributions to learning sciences, policy, and equity-focused educational practice.
E677184 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, University of California, Berkeley | Statement: [Andrea diSessa, department, Graduate School of Education, University of California, Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graduate School of Education, University of California, Berkeley
Context triple: [Andrea diSessa, department, Graduate School of Education, University of California, Berkeley]
  • A. Stanford Graduate School of Education
    Stanford Graduate School of Education is a leading graduate school at Stanford University known for its research and professional training in education, learning sciences, and education policy.
  • B. UCLA Graduate School of Education and Information Studies
    The UCLA Graduate School of Education and Information Studies is a leading academic division of the University of California, Los Angeles, focused on research, teaching, and policy in education, information science, and related social justice issues.
  • C. UC Berkeley Graduate Division
    UC Berkeley Graduate Division is the central administrative unit that oversees graduate education, policies, and degree programs across the University of California, Berkeley.
  • D. Graduate School of Education
    The Graduate School of Education is the professional school at the University of California, Riverside dedicated to advanced study and research in education and educator preparation.
  • E. Graduate School of Education
    The Graduate School of Education at Portland State University is an academic unit that prepares educators, counselors, and leaders through advanced professional and research-based degree 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: Graduate School of Education, University of California, Berkeley
Triple: [Andrea diSessa, department, Graduate School of Education, University of California, Berkeley]
Generated description
The Graduate School of Education at the University of California, Berkeley is a leading institution for research and graduate training in education, known for its contributions to learning sciences, policy, and equity-focused educational practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graduate School of Education, University of California, Berkeley
Target entity description: The Graduate School of Education at the University of California, Berkeley is a leading institution for research and graduate training in education, known for its contributions to learning sciences, policy, and equity-focused educational practice.
  • A. Stanford Graduate School of Education
    Stanford Graduate School of Education is a leading graduate school at Stanford University known for its research and professional training in education, learning sciences, and education policy.
  • B. UCLA Graduate School of Education and Information Studies
    The UCLA Graduate School of Education and Information Studies is a leading academic division of the University of California, Los Angeles, focused on research, teaching, and policy in education, information science, and related social justice issues.
  • C. UC Berkeley Graduate Division
    UC Berkeley Graduate Division is the central administrative unit that oversees graduate education, policies, and degree programs across the University of California, Berkeley.
  • D. Graduate School of Education
    The Graduate School of Education is the professional school at the University of California, Riverside dedicated to advanced study and research in education and educator preparation.
  • E. Graduate School of Education
    The Graduate School of Education at Portland State University is an academic unit that prepares educators, counselors, and leaders through advanced professional and research-based degree 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_69c699506b308190826894dab1d9ea86 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa46d95081909c01d1432585ab2a completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c868714d7c8190aae66a3dd4e6214b completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c86a93e34c81908aaf0edb023ee78c completed March 28, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69c86af8330c8190a43c599e82fe465a completed March 28, 2026, 11:57 p.m.
Created at: March 27, 2026, 3:55 p.m.