Triple

T2951112
Position Surface form Disambiguated ID Type / Status
Subject Stanford GSE E79820 entity
Predicate offersProgram 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 GSE, offersProgram, 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 GSE, offersProgram, Stanford Teacher Education Program]
  • A. Stanford GSE
    Stanford GSE is Stanford University's Graduate School of Education, a leading institution for research and training in education and learning sciences.
  • B. Harvard Graduate School of Education
    The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
  • C. Seidel School of Education
    The Seidel School of Education is the education-focused academic division of Salisbury University, preparing students for careers in teaching, educational leadership, and related fields.
  • D. Stout School of Education
    Stout School of Education is the education-focused academic unit of High Point University, preparing students for careers in teaching and educational leadership.
  • E. The Nueva School
    The Nueva School is a private, progressive independent school in the San Francisco Bay Area known for its rigorous, innovative education for gifted and high-ability students.
  • 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 GSE, offersProgram, 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 GSE chosen
    Stanford GSE is Stanford University's Graduate School of Education, a leading institution for research and training in education and learning sciences.
  • B. Harvard Graduate School of Education
    The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
  • C. Seidel School of Education
    The Seidel School of Education is the education-focused academic division of Salisbury University, preparing students for careers in teaching, educational leadership, and related fields.
  • D. Stout School of Education
    Stout School of Education is the education-focused academic unit of High Point University, preparing students for careers in teaching and educational leadership.
  • E. The Nueva School
    The Nueva School is a private, progressive independent school in the San Francisco Bay Area known for its rigorous, innovative education for gifted and high-ability students.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fbb7d4819081c241f3ff9165e5 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc7edc808190863ec8f99efa3875 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd7d1cc88190a4f533a92d7e6de3 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fde74b608190b59da720c90adfeb completed March 11, 2026, 5:30 a.m.
Created at: March 8, 2026, 2:57 p.m.