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.