Triple

T76988
Position Surface form Disambiguated ID Type / Status
Subject College of Letters and Science (UC Berkeley) E1538 entity
Predicate hasDivision P35 FINISHED
Object Division of Biological Sciences (UC Berkeley L&S)
The Division of Biological Sciences in UC Berkeley’s College of Letters and Science is the academic unit that oversees and coordinates the university’s undergraduate and graduate programs in the life sciences within L&S.
 E4901 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: Division of Biological Sciences (UC Berkeley L&S) | Statement: [College of Letters and Science (UC Berkeley), hasDivision, Division of Biological Sciences (UC Berkeley L&S)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Division of Biological Sciences (UC Berkeley L&S)
Context triple: [College of Letters and Science (UC Berkeley), hasDivision, Division of Biological Sciences (UC Berkeley L&S)]
  • A. Department of Biology
    The Department of Biology at MIT is a leading academic and research unit focused on advancing fundamental and applied biological sciences, from molecular and cellular biology to genetics and systems biology.
  • B. College of Letters and Science
    The College of Letters and Science is UC Berkeley’s largest and most academically diverse college, encompassing a wide range of liberal arts, natural sciences, and social science disciplines.
  • C. College of Science
    The College of Science at Oregon State University is an academic division focused on education and research in the natural, physical, and mathematical sciences.
  • D. College of Agricultural Sciences
    The College of Agricultural Sciences is a major academic and research unit at Oregon State University focused on agriculture, food systems, natural resources, and environmental sustainability.
  • E. College of Natural Resources
    The College of Natural Resources is UC Berkeley’s environmental and life sciences college, focusing on ecology, conservation, sustainable resource management, and related social and biological sciences.
  • 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: Division of Biological Sciences (UC Berkeley L&S)
Triple: [College of Letters and Science (UC Berkeley), hasDivision, Division of Biological Sciences (UC Berkeley L&S)]
Generated description
The Division of Biological Sciences in UC Berkeley’s College of Letters and Science is the academic unit that oversees and coordinates the university’s undergraduate and graduate programs in the life sciences within L&S.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Division of Biological Sciences (UC Berkeley L&S)
Target entity description: The Division of Biological Sciences in UC Berkeley’s College of Letters and Science is the academic unit that oversees and coordinates the university’s undergraduate and graduate programs in the life sciences within L&S.
  • A. Department of Biology
    The Department of Biology at MIT is a leading academic and research unit focused on advancing fundamental and applied biological sciences, from molecular and cellular biology to genetics and systems biology.
  • B. College of Letters and Science
    The College of Letters and Science is UC Berkeley’s largest and most academically diverse college, encompassing a wide range of liberal arts, natural sciences, and social science disciplines.
  • C. College of Science
    The College of Science at Oregon State University is an academic division focused on education and research in the natural, physical, and mathematical sciences.
  • D. College of Agricultural Sciences
    The College of Agricultural Sciences is a major academic and research unit at Oregon State University focused on agriculture, food systems, natural resources, and environmental sustainability.
  • E. College of Natural Resources
    The College of Natural Resources is UC Berkeley’s environmental and life sciences college, focusing on ecology, conservation, sustainable resource management, and related social and biological sciences.
  • 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f1d20b88190b66836cc018e52e1 completed Feb. 28, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a255522b0081909f8a02667108a6d3 completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a255ef9b1081909fe71530250bd68b completed Feb. 28, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69a256c673748190abb6b556701b4a2a completed Feb. 28, 2026, 2:45 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.