Triple
T2316925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Surrey |
E51085
|
entity |
| Predicate | hasResearchCentre |
P11730
|
FINISHED |
| Object |
5G Innovation Centre
The 5G Innovation Centre is a leading research hub focused on developing and testing next-generation 5G and beyond mobile communication technologies.
|
E256465
|
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: 5G Innovation Centre | Statement: [University of Surrey, hasResearchCentre, 5G Innovation Centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 5G Innovation Centre Context triple: [University of Surrey, hasResearchCentre, 5G Innovation Centre]
-
A.
Strathclyde Technology and Innovation Centre
Strathclyde Technology and Innovation Centre is a major research and innovation hub in Glasgow that brings together academia, industry, and government to collaborate on advanced engineering, energy, health, and technology projects.
-
B.
St John’s Innovation Centre
St John’s Innovation Centre is a prominent business incubator and hub for high-tech startups and innovation in Cambridge, England.
-
C.
Innovate UK
Innovate UK is the United Kingdom’s national innovation agency, responsible for funding and supporting business-led research and development to drive economic growth and technological advancement.
-
D.
SPECIFIC Innovation and Knowledge Centre
SPECIFIC Innovation and Knowledge Centre is a UK research and technology hub focused on developing low-carbon, energy-positive buildings and advanced materials for sustainable construction.
-
E.
Innovation Center Luxembourg
Innovation Center Luxembourg is Goodyear’s European research and development hub focused on advancing tire technology and mobility solutions.
- 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: 5G Innovation Centre Triple: [University of Surrey, hasResearchCentre, 5G Innovation Centre]
Generated description
The 5G Innovation Centre is a leading research hub focused on developing and testing next-generation 5G and beyond mobile communication technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 5G Innovation Centre Target entity description: The 5G Innovation Centre is a leading research hub focused on developing and testing next-generation 5G and beyond mobile communication technologies.
-
A.
Strathclyde Technology and Innovation Centre
Strathclyde Technology and Innovation Centre is a major research and innovation hub in Glasgow that brings together academia, industry, and government to collaborate on advanced engineering, energy, health, and technology projects.
-
B.
St John’s Innovation Centre
St John’s Innovation Centre is a prominent business incubator and hub for high-tech startups and innovation in Cambridge, England.
-
C.
Innovate UK
Innovate UK is the United Kingdom’s national innovation agency, responsible for funding and supporting business-led research and development to drive economic growth and technological advancement.
-
D.
SPECIFIC Innovation and Knowledge Centre
SPECIFIC Innovation and Knowledge Centre is a UK research and technology hub focused on developing low-carbon, energy-positive buildings and advanced materials for sustainable construction.
-
E.
Innovation Center Luxembourg
Innovation Center Luxembourg is Goodyear’s European research and development hub focused on advancing tire technology and mobility solutions.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc62df2048190ac7a5ebc0a4139b2 |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae8964902081909070dd03ccb7cf1f |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8ab5bf78819085120418a26cbe28 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b2a89788190975ab66f432f834f |
completed | March 9, 2026, 8:56 a.m. |
Created at: March 4, 2026, 7:49 p.m.