Triple

T18065843
Position Surface form Disambiguated ID Type / Status
Subject George Kelham E432289 entity
Predicate employer P7 FINISHED
Object University of California (as supervising architect, various projects)
The University of California is a major public university system in the U.S. state of California, comprising multiple campuses known for their research, academic excellence, and significant architectural development.
E1303545 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 (as supervising architect, various projects) | Statement: [George Kelham, employer, University of California (as supervising architect, various projects)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of California (as supervising architect, various projects)
Context triple: [George Kelham, employer, University of California (as supervising architect, various projects)]
  • A. Department of Architecture, University of California, Berkeley
    The Department of Architecture at the University of California, Berkeley is a leading academic program renowned for its rigorous design education, influential research, and significant contributions to architectural theory and practice.
  • B. Los Angeles School of architecture
    The Los Angeles School of architecture is a loosely affiliated group of experimental Southern California architects known for their avant-garde, often deconstructivist designs that emerged in the late 20th century.
  • C. USC School of Architecture
    The USC School of Architecture is a leading American architecture school in Los Angeles known for its innovative design education, research, and strong ties to the profession and the built environment of Southern California.
  • D. Howard Chair of Architecture at UC Berkeley
    The Howard Chair of Architecture at UC Berkeley is an endowed academic position honoring architect John Galen Howard’s influential role in shaping the university’s architectural legacy.
  • E. Southern California Institute of Architecture
    The Southern California Institute of Architecture (SCI-Arc) is an independent, experimental architecture school in Los Angeles known for its avant-garde design education and influential faculty.
  • 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 (as supervising architect, various projects)
Triple: [George Kelham, employer, University of California (as supervising architect, various projects)]
Generated description
The University of California is a major public university system in the U.S. state of California, comprising multiple campuses known for their research, academic excellence, and significant architectural development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of California (as supervising architect, various projects)
Target entity description: The University of California is a major public university system in the U.S. state of California, comprising multiple campuses known for their research, academic excellence, and significant architectural development.
  • A. Department of Architecture, University of California, Berkeley
    The Department of Architecture at the University of California, Berkeley is a leading academic program renowned for its rigorous design education, influential research, and significant contributions to architectural theory and practice.
  • B. Los Angeles School of architecture
    The Los Angeles School of architecture is a loosely affiliated group of experimental Southern California architects known for their avant-garde, often deconstructivist designs that emerged in the late 20th century.
  • C. USC School of Architecture
    The USC School of Architecture is a leading American architecture school in Los Angeles known for its innovative design education, research, and strong ties to the profession and the built environment of Southern California.
  • D. Howard Chair of Architecture at UC Berkeley
    The Howard Chair of Architecture at UC Berkeley is an endowed academic position honoring architect John Galen Howard’s influential role in shaping the university’s architectural legacy.
  • E. Southern California Institute of Architecture
    The Southern California Institute of Architecture (SCI-Arc) is an independent, experimental architecture school in Los Angeles known for its avant-garde design education and influential faculty.
  • 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.