Triple

T4850259
Position Surface form Disambiguated ID Type / Status
Subject The Welding Institute E108395 entity
Predicate hasResearchFacility P2881 FINISHED
Object Cambridge technology centre
Cambridge Technology Centre is a major research and development facility of The Welding Institute in Cambridge, focused on advanced welding, joining, and materials engineering technologies.
 E474915 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: Cambridge technology centre | Statement: [The Welding Institute, hasResearchFacility, Cambridge technology centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cambridge technology centre
Context triple: [The Welding Institute, hasResearchFacility, Cambridge technology centre]
  • A. Cambridge Science Park
    Cambridge Science Park is a major research and technology hub in Cambridge, England, hosting numerous high-tech companies and startups within the broader Silicon Fen cluster.
  • B. Cambridge Business Park
    Cambridge Business Park is a major office and technology campus in Cambridge, England, hosting numerous high-tech, telecommunications, and business service companies within the broader Silicon Fen cluster.
  • C. Cambridge Engineering Design Centre
    The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
  • D. Cambridge Biomedical Innovation Hub
    The Cambridge Biomedical Innovation Hub is a major research and development center that drives translational biomedical innovation within Cambridge’s world-leading life sciences cluster.
  • E. Cambridge Enterprise
    Cambridge Enterprise is the University of Cambridge’s commercialization arm that supports the translation of research and innovation—especially in life sciences—into spin-outs, licenses, and industry partnerships.
  • 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: Cambridge technology centre
Triple: [The Welding Institute, hasResearchFacility, Cambridge technology centre]
Generated description
Cambridge Technology Centre is a major research and development facility of The Welding Institute in Cambridge, focused on advanced welding, joining, and materials engineering technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cambridge technology centre
Target entity description: Cambridge Technology Centre is a major research and development facility of The Welding Institute in Cambridge, focused on advanced welding, joining, and materials engineering technologies.
  • A. Cambridge Science Park
    Cambridge Science Park is a major research and technology hub in Cambridge, England, hosting numerous high-tech companies and startups within the broader Silicon Fen cluster.
  • B. Cambridge Business Park
    Cambridge Business Park is a major office and technology campus in Cambridge, England, hosting numerous high-tech, telecommunications, and business service companies within the broader Silicon Fen cluster.
  • C. Cambridge Engineering Design Centre
    The Cambridge Engineering Design Centre is a research and teaching centre at the University of Cambridge focused on advancing engineering design methods, tools, and practice across academia and industry.
  • D. Cambridge Biomedical Innovation Hub
    The Cambridge Biomedical Innovation Hub is a major research and development center that drives translational biomedical innovation within Cambridge’s world-leading life sciences cluster.
  • E. Cambridge Enterprise
    Cambridge Enterprise is the University of Cambridge’s commercialization arm that supports the translation of research and innovation—especially in life sciences—into spin-outs, licenses, and industry partnerships.
  • 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.