Triple

T15023372
Position Surface form Disambiguated ID Type / Status
Subject UC Berkeley professional schools E378141 entity
Predicate include P1393 FINISHED
Object School of Optometry, UC Berkeley
The School of Optometry at UC Berkeley is a leading institution for optometric education, clinical training, and vision science research within the University of California, Berkeley.
 E1134131 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: School of Optometry, UC Berkeley | Statement: [UC Berkeley professional schools, include, School of Optometry, UC Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Optometry, UC Berkeley
Context triple: [UC Berkeley professional schools, include, School of Optometry, UC Berkeley]
  • A. Arizona College of Optometry
    Arizona College of Optometry is a professional school that educates and trains future optometrists as part of Midwestern University’s health sciences programs.
  • B. College of Optometry
    The College of Optometry is Nova Southeastern University's professional school dedicated to educating and training future optometrists and advancing vision care through clinical practice and research.
  • C. College of Optometry
    The College of Optometry is the University of Houston’s professional school dedicated to educating optometrists and advancing vision science research and eye care.
  • D. College of Optometry
    The College of Optometry is the professional school at the University of Missouri–St. Louis that educates and trains future optometrists and vision scientists.
  • E. College of Optometry
    The College of Optometry is an academic division specializing in the education and clinical training of future optometrists and vision science professionals.
  • 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: School of Optometry, UC Berkeley
Triple: [UC Berkeley professional schools, include, School of Optometry, UC Berkeley]
Generated description
The School of Optometry at UC Berkeley is a leading institution for optometric education, clinical training, and vision science research within the University of California, Berkeley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Optometry, UC Berkeley
Target entity description: The School of Optometry at UC Berkeley is a leading institution for optometric education, clinical training, and vision science research within the University of California, Berkeley.
  • A. Arizona College of Optometry
    Arizona College of Optometry is a professional school that educates and trains future optometrists as part of Midwestern University’s health sciences programs.
  • B. College of Optometry
    The College of Optometry is the University of Houston’s professional school dedicated to educating optometrists and advancing vision science research and eye care.
  • C. College of Optometry
    The College of Optometry is Nova Southeastern University's professional school dedicated to educating and training future optometrists and advancing vision care through clinical practice and research.
  • D. College of Optometry
    The College of Optometry is the professional school at the University of Missouri–St. Louis that educates and trains future optometrists and vision scientists.
  • E. College of Optometry
    The College of Optometry is an academic division specializing in the education and clinical training of future optometrists and vision science professionals.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7de117c8190a1b9fa8d1602057e completed April 15, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dd2c96c8190a0368678584aaa16 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fea0c35b088190abf578ed016753cd completed May 9, 2026, 2:49 a.m.
NED2 Entity disambiguation (via description) batch_69fea16b16b8819080b31203189f8cfe completed May 9, 2026, 2:52 a.m.
Created at: April 10, 2026, 2:56 a.m.