Triple

T14449210
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Technology, Policy and Management E358286 entity
Predicate hasDepartment P35 FINISHED
Object Values, Technology and Innovation
Values, Technology and Innovation is an academic department that studies how ethical, social and cultural values intersect with technological development and innovation within society.
E1099721 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: Values, Technology and Innovation | Statement: [Faculty of Technology, Policy and Management, hasDepartment, Values, Technology and Innovation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Values, Technology and Innovation
Context triple: [Faculty of Technology, Policy and Management, hasDepartment, Values, Technology and Innovation]
  • A. The Real World of Technology
    The Real World of Technology is a collection of lectures by physicist and feminist Ursula Franklin that critically examines how modern technology shapes society, power structures, and everyday life.
  • B. The Innovation Stack
    The Innovation Stack is a business and entrepreneurship book by Jim McKelvey that explores how groundbreaking companies build layers of interlocking innovations to create markets and fend off competition.
  • C. Emerging Technologies
    Emerging Technologies is a business division of Applied Materials focused on developing and commercializing next-generation materials engineering solutions for new and rapidly evolving markets.
  • D. Knowledge and Innovation Communities
    Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
  • E. Science and Innovation
    Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
  • 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: Values, Technology and Innovation
Triple: [Faculty of Technology, Policy and Management, hasDepartment, Values, Technology and Innovation]
Generated description
Values, Technology and Innovation is an academic department that studies how ethical, social and cultural values intersect with technological development and innovation within society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Values, Technology and Innovation
Target entity description: Values, Technology and Innovation is an academic department that studies how ethical, social and cultural values intersect with technological development and innovation within society.
  • A. The Real World of Technology
    The Real World of Technology is a collection of lectures by physicist and feminist Ursula Franklin that critically examines how modern technology shapes society, power structures, and everyday life.
  • B. The Innovation Stack
    The Innovation Stack is a business and entrepreneurship book by Jim McKelvey that explores how groundbreaking companies build layers of interlocking innovations to create markets and fend off competition.
  • C. Emerging Technologies
    Emerging Technologies is a business division of Applied Materials focused on developing and commercializing next-generation materials engineering solutions for new and rapidly evolving markets.
  • D. Knowledge and Innovation Communities
    Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
  • E. Science and Innovation
    Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de916139888190be219678e29a2a3a completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdf451c8190baaa3f7500eaea16 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5c549f6c819085f8aad53d2a770f completed May 8, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd5cc9ec1c8190b761c9459ca0c52e completed May 8, 2026, 3:47 a.m.
Created at: April 10, 2026, 1:19 a.m.