Triple
T4850260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Welding Institute |
E108395
|
entity |
| Predicate | hasResearchFacility |
P2881
|
FINISHED |
| Object |
Middlesbrough technology centre
Middlesbrough Technology Centre is a specialist research and development facility operated by The Welding Institute, focusing on advanced welding, joining, and related engineering technologies.
|
E474916
|
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: Middlesbrough technology centre | Statement: [The Welding Institute, hasResearchFacility, Middlesbrough technology centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middlesbrough technology centre Context triple: [The Welding Institute, hasResearchFacility, Middlesbrough 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.
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.
-
C.
Gateshead Works
Gateshead Works was a major railway locomotive and rolling stock maintenance and construction facility in Gateshead, England, serving the operations of the London and North Eastern Railway and its predecessors.
-
D.
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.
-
E.
Middlesbrough Council
Middlesbrough Council is the local authority responsible for providing municipal services and governance for the town of Middlesbrough and its surrounding areas in North Yorkshire, England.
- 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: Middlesbrough technology centre Triple: [The Welding Institute, hasResearchFacility, Middlesbrough technology centre]
Generated description
Middlesbrough Technology Centre is a specialist research and development facility operated by The Welding Institute, focusing on advanced welding, joining, and related engineering technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middlesbrough technology centre Target entity description: Middlesbrough Technology Centre is a specialist research and development facility operated by The Welding Institute, focusing 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.
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.
-
C.
Gateshead Works
Gateshead Works was a major railway locomotive and rolling stock maintenance and construction facility in Gateshead, England, serving the operations of the London and North Eastern Railway and its predecessors.
-
D.
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.
-
E.
Middlesbrough Council
Middlesbrough Council is the local authority responsible for providing municipal services and governance for the town of Middlesbrough and its surrounding areas in North Yorkshire, England.
- 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.