Triple
T4850262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Welding Institute |
E108395
|
entity |
| Predicate | hasResearchFacility |
P2881
|
FINISHED |
| Object |
Rotherham technology centre
Rotherham technology centre is a specialist research and development facility of The Welding Institute focused on advanced welding, joining, and related engineering technologies.
|
E474918
|
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: Rotherham technology centre | Statement: [The Welding Institute, hasResearchFacility, Rotherham technology centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rotherham technology centre Context triple: [The Welding Institute, hasResearchFacility, Rotherham technology centre]
-
A.
Manchester Technology Centre
Manchester Technology Centre is a key hub for tech businesses, startups, and innovation activity within Manchester’s Corridor innovation district.
-
B.
Hethel Engineering Centre
Hethel Engineering Centre is a technology-focused business hub in Hethel, Norfolk that supports and incubates high-performance engineering and manufacturing companies.
-
C.
Manchester Science Park
Manchester Science Park is a major technology and innovation campus in Manchester that hosts science, digital, and tech companies within the city’s wider innovation ecosystem.
-
D.
Rotherham
Rotherham is a large town in South Yorkshire, England, historically known for its coal mining and steel industries and now part of the wider Sheffield urban area.
-
E.
Ringway Centre
Ringway Centre is a prominent mid-20th-century modernist commercial building in Birmingham, England, known for its distinctive curved façade and controversial role in the city’s postwar redevelopment.
- 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: Rotherham technology centre Triple: [The Welding Institute, hasResearchFacility, Rotherham technology centre]
Generated description
Rotherham technology centre is a specialist research and development facility of The Welding Institute focused on advanced welding, joining, and related engineering technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rotherham technology centre Target entity description: Rotherham technology centre is a specialist research and development facility of The Welding Institute focused on advanced welding, joining, and related engineering technologies.
-
A.
Manchester Technology Centre
Manchester Technology Centre is a key hub for tech businesses, startups, and innovation activity within Manchester’s Corridor innovation district.
-
B.
Hethel Engineering Centre
Hethel Engineering Centre is a technology-focused business hub in Hethel, Norfolk that supports and incubates high-performance engineering and manufacturing companies.
-
C.
Manchester Science Park
Manchester Science Park is a major technology and innovation campus in Manchester that hosts science, digital, and tech companies within the city’s wider innovation ecosystem.
-
D.
Rotherham
Rotherham is a large town in South Yorkshire, England, historically known for its coal mining and steel industries and now part of the wider Sheffield urban area.
-
E.
Ringway Centre
Ringway Centre is a prominent mid-20th-century modernist commercial building in Birmingham, England, known for its distinctive curved façade and controversial role in the city’s postwar redevelopment.
- 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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d1e5cf08190bd6b6a524748f170 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cdefda8819095fbc04446bf32f5 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be5dadcec88190bf9a272c4a9aef9a |
completed | March 21, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6159ff7c8190baa116240f76dea5 |
completed | March 21, 2026, 9:14 a.m. |
Created at: March 20, 2026, 1:25 p.m.