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.