Triple

T9214840
Position Surface form Disambiguated ID Type / Status
Subject Cambridge University (informal studies) E221215 entity
Predicate usesResourcesOf P22634 FINISHED
Object Cambridge research centres
Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
E785541 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 research centres | Statement: [Cambridge University (informal studies), usesResourcesOf, Cambridge research centres]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cambridge research centres
Context triple: [Cambridge University (informal studies), usesResourcesOf, Cambridge research centres]
  • A. 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.
  • B. 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.
  • C. Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge
    The Centre for Research in the Arts, Social Sciences and Humanities (CRASSH) at the University of Cambridge is an interdisciplinary research institute that fosters collaboration across the humanities and social sciences through projects, events, and fellowships.
  • D. 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.
  • E. Oxford Martin School
    The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
  • 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 research centres
Triple: [Cambridge University (informal studies), usesResourcesOf, Cambridge research centres]
Generated description
Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cambridge research centres
Target entity description: Cambridge research centres are specialized academic and scientific institutes affiliated with the University of Cambridge that conduct advanced research across a wide range of disciplines.
  • A. 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.
  • B. 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.
  • C. Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge
    The Centre for Research in the Arts, Social Sciences and Humanities (CRASSH) at the University of Cambridge is an interdisciplinary research institute that fosters collaboration across the humanities and social sciences through projects, events, and fellowships.
  • D. 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.
  • E. Oxford Martin School
    The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
  • 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_69ca83eae42c8190a0ea9e040710a277 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda0830a8819096a186ed2e976cba completed April 1, 2026, 8:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0661c4c2c8190bc5be991a3a75f2b completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d0678b89ac8190b807e1c3b457a503 completed April 4, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69d0688d4c388190bb024b03cc86d08f completed April 4, 2026, 1:25 a.m.
Created at: March 30, 2026, 7:27 p.m.