Triple

T2213456
Position Surface form Disambiguated ID Type / Status
Subject Institute for Manufacturing, University of Cambridge E50968 entity
Predicate hasUnit P35 FINISHED
Object Centre for International Manufacturing
The Centre for International Manufacturing is a research group at the University of Cambridge that focuses on global production networks, supply chain strategy, and the internationalisation of manufacturing.
E50968 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: Centre for International Manufacturing | Statement: [Institute for Manufacturing, University of Cambridge, hasUnit, Centre for International Manufacturing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Centre for International Manufacturing
Context triple: [Institute for Manufacturing, University of Cambridge, hasUnit, Centre for International Manufacturing]
  • A. Advanced Manufacturing Research Centre
    The Advanced Manufacturing Research Centre is a UK-based industrial research facility that develops cutting-edge manufacturing technologies in partnership with industry and academia.
  • B. Institute for Manufacturing, University of Cambridge
    The Institute for Manufacturing at the University of Cambridge is a leading research and education centre focused on manufacturing, technology management, and industrial innovation.
  • 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. Institute of Materials Science and Engineering
    The Institute of Materials Science and Engineering is a specialized research and academic unit at Hanoi University of Science and Technology focused on advanced materials, their properties, and engineering applications.
  • E. 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.
  • 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: Centre for International Manufacturing
Triple: [Institute for Manufacturing, University of Cambridge, hasUnit, Centre for International Manufacturing]
Generated description
The Centre for International Manufacturing is a research group at the University of Cambridge that focuses on global production networks, supply chain strategy, and the internationalisation of manufacturing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Centre for International Manufacturing
Target entity description: The Centre for International Manufacturing is a research group at the University of Cambridge that focuses on global production networks, supply chain strategy, and the internationalisation of manufacturing.
  • A. Advanced Manufacturing Research Centre
    The Advanced Manufacturing Research Centre is a UK-based industrial research facility that develops cutting-edge manufacturing technologies in partnership with industry and academia.
  • B. Institute for Manufacturing, University of Cambridge chosen
    The Institute for Manufacturing at the University of Cambridge is a leading research and education centre focused on manufacturing, technology management, and industrial innovation.
  • 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. Institute of Materials Science and Engineering
    The Institute of Materials Science and Engineering is a specialized research and academic unit at Hanoi University of Science and Technology focused on advanced materials, their properties, and engineering applications.
  • E. 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.
  • F. None of above.

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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfee6ae48190825ca792e8f99946 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6554f3308190a180cac3ad7e2ce4 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d419048190ad723d21ab7f1cab completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae666e71908190b50be2cac5bdfa28 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.