Triple

T2310846
Position Surface form Disambiguated ID Type / Status
Subject Corridor Manchester innovation district E51952 entity
Predicate hasKeyInstitution P11745 FINISHED
Object Manchester Technology Centre
Manchester Technology Centre is a key hub for tech businesses, startups, and innovation activity within Manchester’s Corridor innovation district.
E256335 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: Manchester Technology Centre | Statement: [Corridor Manchester innovation district, hasKeyInstitution, Manchester Technology Centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manchester Technology Centre
Context triple: [Corridor Manchester innovation district, hasKeyInstitution, Manchester Technology 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. 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.
  • C. 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.
  • D. 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.
  • E. York Centre
    York Centre is a federal electoral district in Toronto, Ontario, known for its diverse, largely urban population and long-standing Liberal Party representation.
  • 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: Manchester Technology Centre
Triple: [Corridor Manchester innovation district, hasKeyInstitution, Manchester Technology Centre]
Generated description
Manchester Technology Centre is a key hub for tech businesses, startups, and innovation activity within Manchester’s Corridor innovation district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manchester Technology Centre
Target entity description: Manchester Technology Centre is a key hub for tech businesses, startups, and innovation activity within Manchester’s Corridor innovation district.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. York Centre
    York Centre is a federal electoral district in Toronto, Ontario, known for its diverse, largely urban population and long-standing Liberal Party representation.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc6188c2481908054887527c633fe completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae8959d860819095ea3113e3d9264e completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8d49b7c081909f89c71a56067458 completed March 9, 2026, 9:05 a.m.
NED2 Entity disambiguation (via description) batch_69ae8dc4cf44819082f242d6806aa45a completed March 9, 2026, 9:07 a.m.
Created at: March 4, 2026, 7:49 p.m.