Triple

T13183519
Position Surface form Disambiguated ID Type / Status
Subject Stanford Graduate School of Education E313786 entity
Predicate hasProgram P178 FINISHED
Object Stanford Teacher Education Program
The Stanford Teacher Education Program is a highly regarded graduate-level teacher preparation program that trains future educators through a combination of rigorous academic study and extensive classroom-based practice.
E79820 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: Stanford Teacher Education Program | Statement: [Stanford Graduate School of Education, hasProgram, Stanford Teacher Education Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanford Teacher Education Program
Context triple: [Stanford Graduate School of Education, hasProgram, Stanford Teacher Education Program]
  • 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. National Center for Teacher Education
    The National Center for Teacher Education is the Philippines’ premier institution mandated to lead in teacher education, research, and training, primarily embodied by the Philippine Normal University.
  • C. Stanford GSE
    Stanford GSE is Stanford University's Graduate School of Education, a leading institution for research and training in education and learning sciences.
  • D. 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.
  • E. 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.
  • 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: Stanford Teacher Education Program
Triple: [Stanford Graduate School of Education, hasProgram, Stanford Teacher Education Program]
Generated description
The Stanford Teacher Education Program is a highly regarded graduate-level teacher preparation program that trains future educators through a combination of rigorous academic study and extensive classroom-based practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanford Teacher Education Program
Target entity description: The Stanford Teacher Education Program is a highly regarded graduate-level teacher preparation program that trains future educators through a combination of rigorous academic study and extensive classroom-based 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. National Center for Teacher Education
    The National Center for Teacher Education is the Philippines’ premier institution mandated to lead in teacher education, research, and training, primarily embodied by the Philippine Normal University.
  • C. Stanford GSE chosen
    Stanford GSE is Stanford University's Graduate School of Education, a leading institution for research and training in education and learning sciences.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c4a0b0081908027bf77442ff5ff completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5f307408190afd0df16a417c456 completed May 3, 2026, 7:14 a.m.
NEDg Description generation batch_69f6f707d9e48190b772520ca9f4ac2c completed May 3, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_69f6f8530a048190b448c50bfa52c057 completed May 3, 2026, 7:25 a.m.
Created at: April 9, 2026, 9:15 p.m.