Triple

T3668207
Position Surface form Disambiguated ID Type / Status
Subject Berkeley I School E77812 entity
Predicate partOf P40 FINISHED
Object UC Berkeley professional schools
UC Berkeley professional schools are the university’s graduate-level colleges that provide advanced, career-focused education and training in specialized fields such as law, business, public policy, information, and more.
 E378141 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: UC Berkeley professional schools | Statement: [Berkeley I School, partOf, UC Berkeley professional schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UC Berkeley professional schools
Context triple: [Berkeley I School, partOf, UC Berkeley professional schools]
  • A. UC Berkeley I School
    UC Berkeley I School is the University of California, Berkeley’s graduate school focused on information science, data science, and technology policy.
  • B. 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.
  • C. UC Berkeley Division of Academic Affairs
    The UC Berkeley Division of Academic Affairs is the central administrative unit that oversees the university’s academic programs, colleges, and instructional policies.
  • D. College of Letters and Science (UC Berkeley)
    The College of Letters and Science at UC Berkeley is the university’s largest and most academically diverse college, encompassing a broad range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • E. UC Berkeley faculty
    UC Berkeley faculty are the university’s academic staff who conduct research, teach courses, and contribute to the intellectual and institutional leadership of the campus.
  • 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: UC Berkeley professional schools
Triple: [Berkeley I School, partOf, UC Berkeley professional schools]
Generated description
UC Berkeley professional schools are the university’s graduate-level colleges that provide advanced, career-focused education and training in specialized fields such as law, business, public policy, information, and more.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UC Berkeley professional schools
Target entity description: UC Berkeley professional schools are the university’s graduate-level colleges that provide advanced, career-focused education and training in specialized fields such as law, business, public policy, information, and more.
  • A. UC Berkeley I School
    UC Berkeley I School is the University of California, Berkeley’s graduate school focused on information science, data science, and technology policy.
  • B. 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.
  • C. UC Berkeley Division of Academic Affairs
    The UC Berkeley Division of Academic Affairs is the central administrative unit that oversees the university’s academic programs, colleges, and instructional policies.
  • D. College of Letters and Science (UC Berkeley)
    The College of Letters and Science at UC Berkeley is the university’s largest and most academically diverse college, encompassing a broad range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • E. UC Berkeley faculty
    UC Berkeley faculty are the university’s academic staff who conduct research, teach courses, and contribute to the intellectual and institutional leadership of the campus.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42997d88190bc765559bd7645fc completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4884e36108190a19887e81921fe32 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48aa728fc8190b1a4e4d6d466efb5 completed March 13, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b4aefb58448190b7d34343a5dbb0f6 completed March 14, 2026, 12:42 a.m.
Created at: March 8, 2026, 3:25 p.m.