Triple
T17132132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Begbroke Science Park |
E415745
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
University of Oxford innovation ecosystem
The University of Oxford innovation ecosystem is a network of research institutes, science parks, spinouts, investors, and support services that translate the university’s academic research into commercial technologies and high-impact ventures.
|
E1252956
|
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 Oxford innovation ecosystem | Statement: [Begbroke Science Park, partOf, University of Oxford innovation ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Oxford innovation ecosystem Context triple: [Begbroke Science Park, partOf, University of Oxford innovation ecosystem]
-
A.
Global University Network for Innovation
The Global University Network for Innovation is an international consortium of universities dedicated to promoting innovation in higher education, research, and social engagement worldwide.
-
B.
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.
-
C.
Centre for Innovation Research
The Centre for Innovation Research is a research institute at the University of Stavanger that focuses on studying and advancing innovation processes, policies, and practices in business and society.
-
D.
Education Innovation Laboratory at Harvard University
The Education Innovation Laboratory at Harvard University is a research center that designs and evaluates data-driven strategies to improve educational outcomes, particularly for disadvantaged students.
-
E.
Cambridge Centre for Social Innovation
The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
- 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 Oxford innovation ecosystem Triple: [Begbroke Science Park, partOf, University of Oxford innovation ecosystem]
Generated description
The University of Oxford innovation ecosystem is a network of research institutes, science parks, spinouts, investors, and support services that translate the university’s academic research into commercial technologies and high-impact ventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Oxford innovation ecosystem Target entity description: The University of Oxford innovation ecosystem is a network of research institutes, science parks, spinouts, investors, and support services that translate the university’s academic research into commercial technologies and high-impact ventures.
-
A.
Global University Network for Innovation
The Global University Network for Innovation is an international consortium of universities dedicated to promoting innovation in higher education, research, and social engagement worldwide.
-
B.
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.
-
C.
Centre for Innovation Research
The Centre for Innovation Research is a research institute at the University of Stavanger that focuses on studying and advancing innovation processes, policies, and practices in business and society.
-
D.
Education Innovation Laboratory at Harvard University
The Education Innovation Laboratory at Harvard University is a research center that designs and evaluates data-driven strategies to improve educational outcomes, particularly for disadvantaged students.
-
E.
Cambridge Centre for Social Innovation
The Cambridge Centre for Social Innovation is a research and practice hub at the University of Cambridge focused on advancing social entrepreneurship and innovative solutions to social and environmental challenges.
- 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_69d886d15af4819092f92f8a129763e6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f02a9fbc81909d820d29417aa55c |
completed | April 18, 2026, 8:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01414eca3c8190aeec22fab3b5e767 |
completed | May 11, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_6a01423a771881908c2eaff14e335ee2 |
completed | May 11, 2026, 2:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01430b7e008190bc3366cc89564409 |
completed | May 11, 2026, 2:46 a.m. |
Created at: April 10, 2026, 5:36 a.m.