Triple
T19772307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middlesbrough Technology Centre |
E474916
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
TWI Technology Centres network
The TWI Technology Centres network is a group of specialist research and development facilities operated by TWI that provide industrial members with advanced expertise in welding, joining, and related engineering technologies.
|
E1393822
|
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: TWI Technology Centres network | Statement: [Middlesbrough Technology Centre, affiliation, TWI Technology Centres network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TWI Technology Centres network Context triple: [Middlesbrough Technology Centre, affiliation, TWI Technology Centres network]
-
A.
Centre for Process Innovation
The Centre for Process Innovation is a UK technology and innovation centre that helps companies develop and scale up advanced manufacturing and process technologies, particularly in areas like biotechnology, printed electronics, and sustainable materials.
-
B.
Manufacturing Technology Centre
The Manufacturing Technology Centre is a UK-based research and innovation facility that develops and demonstrates advanced manufacturing technologies to help industry adopt cutting-edge processes and improve productivity.
-
C.
Future Technology Centre
The Future Technology Centre is a modern, innovation-focused academic and research facility at the University of Portsmouth dedicated to advanced engineering, digital technologies, and industry collaboration.
-
D.
Manchester Technology Centre
Manchester Technology Centre is a key hub for tech businesses, startups, and innovation activity within Manchester’s Corridor innovation district.
-
E.
Centre for Technology Management
The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
- 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: TWI Technology Centres network Triple: [Middlesbrough Technology Centre, affiliation, TWI Technology Centres network]
Generated description
The TWI Technology Centres network is a group of specialist research and development facilities operated by TWI that provide industrial members with advanced expertise in welding, joining, and related engineering technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TWI Technology Centres network Target entity description: The TWI Technology Centres network is a group of specialist research and development facilities operated by TWI that provide industrial members with advanced expertise in welding, joining, and related engineering technologies.
-
A.
Centre for Process Innovation
The Centre for Process Innovation is a UK technology and innovation centre that helps companies develop and scale up advanced manufacturing and process technologies, particularly in areas like biotechnology, printed electronics, and sustainable materials.
-
B.
Manufacturing Technology Centre
The Manufacturing Technology Centre is a UK-based research and innovation facility that develops and demonstrates advanced manufacturing technologies to help industry adopt cutting-edge processes and improve productivity.
-
C.
Future Technology Centre
The Future Technology Centre is a modern, innovation-focused academic and research facility at the University of Portsmouth dedicated to advanced engineering, digital technologies, and industry collaboration.
-
D.
Manchester Technology Centre
Manchester Technology Centre is a key hub for tech businesses, startups, and innovation activity within Manchester’s Corridor innovation district.
-
E.
Centre for Technology Management
The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
- 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6535ce4d08190a1dfca2df95a8631 |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd74937081908b81d144aa89c5f3 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be450e608190a008095b0502b2d3 |
completed | May 16, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bed9c62c819088d8e32f92b3b147 |
completed | May 16, 2026, 12:48 a.m. |
Created at: April 10, 2026, 1:48 p.m.