Triple
T8999097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Innovate UK |
E214996
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Knowledge Transfer Partnerships
Knowledge Transfer Partnerships are a UK-wide scheme that links businesses with academic or research institutions to drive innovation and improve competitiveness through collaborative projects.
|
E772139
|
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: Knowledge Transfer Partnerships | Statement: [Innovate UK, hasProgram, Knowledge Transfer Partnerships]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Knowledge Transfer Partnerships Context triple: [Innovate UK, hasProgram, Knowledge Transfer Partnerships]
-
A.
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.
-
B.
Dowling Review of Business–University Research Collaborations
The Dowling Review of Business–University Research Collaborations is an influential report led by engineer Ann Dowling that examines how to strengthen partnerships between UK businesses and universities to drive innovation and economic growth.
-
C.
Centre for Collaboration with Funding Agencies
The Centre for Collaboration with Funding Agencies is a unit within the Norwegian Institute of Public Health that coordinates and strengthens partnerships with national and international research and public health funders.
-
D.
Centre for Knowledge Translation
The Centre for Knowledge Translation is a unit within the Norwegian Institute of Public Health that synthesizes and communicates research evidence to inform health policy and practice.
-
E.
Centre for Collaboration with Industry
The Centre for Collaboration with Industry is a unit within the Norwegian Institute of Public Health that facilitates partnerships and cooperative projects between public health researchers and industrial stakeholders.
- 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: Knowledge Transfer Partnerships Triple: [Innovate UK, hasProgram, Knowledge Transfer Partnerships]
Generated description
Knowledge Transfer Partnerships are a UK-wide scheme that links businesses with academic or research institutions to drive innovation and improve competitiveness through collaborative projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Knowledge Transfer Partnerships Target entity description: Knowledge Transfer Partnerships are a UK-wide scheme that links businesses with academic or research institutions to drive innovation and improve competitiveness through collaborative projects.
-
A.
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.
-
B.
Dowling Review of Business–University Research Collaborations
The Dowling Review of Business–University Research Collaborations is an influential report led by engineer Ann Dowling that examines how to strengthen partnerships between UK businesses and universities to drive innovation and economic growth.
-
C.
Centre for Collaboration with Funding Agencies
The Centre for Collaboration with Funding Agencies is a unit within the Norwegian Institute of Public Health that coordinates and strengthens partnerships with national and international research and public health funders.
-
D.
Centre for Knowledge Translation
The Centre for Knowledge Translation is a unit within the Norwegian Institute of Public Health that synthesizes and communicates research evidence to inform health policy and practice.
-
E.
Centre for Collaboration with Industry
The Centre for Collaboration with Industry is a unit within the Norwegian Institute of Public Health that facilitates partnerships and cooperative projects between public health researchers and industrial stakeholders.
- 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68e23734819083a98f4ff0942479 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0d987dc81908f1d74f390f18a9c |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd1a32a64819090d423a99ab75362 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd250593881908312200ba7bba617 |
completed | April 3, 2026, 2:44 p.m. |
Created at: March 30, 2026, 7:05 p.m.