Triple

T7617525
Position Surface form Disambiguated ID Type / Status
Subject SA+P E172398 entity
Predicate hasProgram P178 FINISHED
Object Design Innovation
Design Innovation is an academic program focused on creatively developing user-centered products, services, and systems by integrating design thinking with technology and business strategy.
 E677216 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: Design Innovation | Statement: [SA+P, hasProgram, Design Innovation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Design Innovation
Context triple: [SA+P, hasProgram, Design Innovation]
  • A. Design Matters
    Design Matters is a long-running podcast and interview series hosted by Debbie Millman that explores the creative processes, careers, and philosophies of leading designers, artists, and thinkers.
  • B. Vision and Design
    Vision and Design is an influential collection of art criticism essays by Roger Fry that helped shape modernist art theory and appreciation in the early 20th century.
  • C. Designit
    Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
  • D. Innovation Clinic
    Innovation Clinic is a legal clinic at the University of Chicago Law School that provides students with practical experience advising startups and technology-focused clients on innovation-related legal issues.
  • E. School of Design and Innovation
    The School of Design and Innovation is a design-focused academic unit of Tongji University in Shanghai, known for integrating creative design education with innovation, technology, and interdisciplinary research.
  • 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: Design Innovation
Triple: [SA+P, hasProgram, Design Innovation]
Generated description
Design Innovation is an academic program focused on creatively developing user-centered products, services, and systems by integrating design thinking with technology and business strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Design Innovation
Target entity description: Design Innovation is an academic program focused on creatively developing user-centered products, services, and systems by integrating design thinking with technology and business strategy.
  • A. Design Matters
    Design Matters is a long-running podcast and interview series hosted by Debbie Millman that explores the creative processes, careers, and philosophies of leading designers, artists, and thinkers.
  • B. Vision and Design
    Vision and Design is an influential collection of art criticism essays by Roger Fry that helped shape modernist art theory and appreciation in the early 20th century.
  • C. Designit
    Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
  • D. Innovation Clinic
    Innovation Clinic is a legal clinic at the University of Chicago Law School that provides students with practical experience advising startups and technology-focused clients on innovation-related legal issues.
  • E. School of Design and Innovation
    The School of Design and Innovation is a design-focused academic unit of Tongji University in Shanghai, known for integrating creative design education with innovation, technology, and interdisciplinary research.
  • 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_69c699506b308190826894dab1d9ea86 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa46d95081909c01d1432585ab2a completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c868714d7c8190aae66a3dd4e6214b completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c86a93e34c81908aaf0edb023ee78c completed March 28, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69c86af8330c8190a43c599e82fe465a completed March 28, 2026, 11:57 p.m.
Created at: March 27, 2026, 3:55 p.m.