Triple

T18065822
Position Surface form Disambiguated ID Type / Status
Subject George Kelham E432289 entity
Predicate notableWork P4 FINISHED
Object University of California, Berkeley campus master plan
The University of California, Berkeley campus master plan is a comprehensive early-20th-century design blueprint that shaped the layout, architecture, and long-term development of UC Berkeley’s central campus.
E1303544 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: University of California, Berkeley campus master plan | Statement: [George Kelham, notableWork, University of California, Berkeley campus master plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of California, Berkeley campus master plan
Context triple: [George Kelham, notableWork, University of California, Berkeley campus master plan]
  • A. UC Berkeley engineering complex
    The UC Berkeley engineering complex is a cluster of buildings and facilities that houses the university’s College of Engineering, including classrooms, laboratories, and research centers for multiple engineering disciplines.
  • B. California Master Plan for Higher Education
    The California Master Plan for Higher Education is a landmark 1960 framework that organized California’s public colleges and universities into distinct tiers to expand access, control costs, and define their respective missions.
  • C. Indiana University Bloomington campus master plan
    The Indiana University Bloomington campus master plan is a comprehensive long-term blueprint guiding the physical development, land use, and architectural character of Indiana University’s flagship campus.
  • D. Columbia University campus master plan
    The Columbia University campus master plan is the influential Beaux-Arts design that organized Columbia’s Morningside Heights campus into a formal, neoclassical academic complex.
  • E. Princeton University campus plan
    The Princeton University campus plan is a seminal early 20th-century collegiate Gothic master plan that shaped the architectural and spatial character of Princeton’s 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: University of California, Berkeley campus master plan
Triple: [George Kelham, notableWork, University of California, Berkeley campus master plan]
Generated description
The University of California, Berkeley campus master plan is a comprehensive early-20th-century design blueprint that shaped the layout, architecture, and long-term development of UC Berkeley’s central campus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of California, Berkeley campus master plan
Target entity description: The University of California, Berkeley campus master plan is a comprehensive early-20th-century design blueprint that shaped the layout, architecture, and long-term development of UC Berkeley’s central campus.
  • A. UC Berkeley engineering complex
    The UC Berkeley engineering complex is a cluster of buildings and facilities that houses the university’s College of Engineering, including classrooms, laboratories, and research centers for multiple engineering disciplines.
  • B. California Master Plan for Higher Education
    The California Master Plan for Higher Education is a landmark 1960 framework that organized California’s public colleges and universities into distinct tiers to expand access, control costs, and define their respective missions.
  • C. Indiana University Bloomington campus master plan
    The Indiana University Bloomington campus master plan is a comprehensive long-term blueprint guiding the physical development, land use, and architectural character of Indiana University’s flagship campus.
  • D. Columbia University campus master plan
    The Columbia University campus master plan is the influential Beaux-Arts design that organized Columbia’s Morningside Heights campus into a formal, neoclassical academic complex.
  • E. Princeton University campus plan
    The Princeton University campus plan is a seminal early 20th-century collegiate Gothic master plan that shaped the architectural and spatial character of Princeton’s 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_69d8b9070cac81909fa9473fb1c3f1c7 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4cce81de88190bd94d4ccee3e180c completed April 19, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035670159081909bc8c626318253a2 completed May 12, 2026, 4:33 p.m.
NEDg Description generation batch_6a03576c04e881908f76694f053d709a completed May 12, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_6a0357f78a7c819083d57f330083698e completed May 12, 2026, 4:40 p.m.
Created at: April 10, 2026, 10:26 a.m.