Triple

T1020151
Position Surface form Disambiguated ID Type / Status
Subject Glasgow Caledonian University E22020 entity
Predicate hasResearchCentre P11730 FINISHED
Object Yunus Centre for Social Business and Health
The Yunus Centre for Social Business and Health is a research centre focused on exploring how social business and microfinance can improve health and well-being, inspired by the work of Nobel laureate Muhammad Yunus.
E119410 NE FINISHED

How this triple was built (5 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: Yunus Centre for Social Business and Health | Statement: [Glasgow Caledonian University, hasResearchCentre, Yunus Centre for Social Business and Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yunus Centre for Social Business and Health
Context triple: [Glasgow Caledonian University, hasResearchCentre, Yunus Centre for Social Business and Health]
  • A. Tamer Center for Social Enterprise
    The Tamer Center for Social Enterprise is a Columbia Business School hub that supports research, education, and ventures focused on using business approaches to address social and environmental challenges.
  • B. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • C. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • D. Center for Development Economics
    The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
  • E. Noor Al Hussein Foundation
    The Noor Al Hussein Foundation is a Jordanian non-profit organization dedicated to sustainable development, community empowerment, and improving the quality of life for disadvantaged populations in Jordan.
  • 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: Yunus Centre for Social Business and Health
Triple: [Glasgow Caledonian University, hasResearchCentre, Yunus Centre for Social Business and Health]
Generated description
The Yunus Centre for Social Business and Health is a research centre focused on exploring how social business and microfinance can improve health and well-being, inspired by the work of Nobel laureate Muhammad Yunus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yunus Centre for Social Business and Health
Target entity description: The Yunus Centre for Social Business and Health is a research centre focused on exploring how social business and microfinance can improve health and well-being, inspired by the work of Nobel laureate Muhammad Yunus.
  • A. Tamer Center for Social Enterprise
    The Tamer Center for Social Enterprise is a Columbia Business School hub that supports research, education, and ventures focused on using business approaches to address social and environmental challenges.
  • B. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • C. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • D. Center for Development Economics
    The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
  • E. Noor Al Hussein Foundation
    The Noor Al Hussein Foundation is a Jordanian non-profit organization dedicated to sustainable development, community empowerment, and improving the quality of life for disadvantaged populations in Jordan.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasResearchCentre
Context triple: [Glasgow Caledonian University, hasResearchCentre, Yunus Centre for Social Business and Health]
  • A. hasResearchCentersIn chosen
    Indicates that an entity maintains or operates research centers located within a specified place or region.
  • B. containsResearchStation
    Indicates that one entity geographically includes or hosts a research station within its boundaries.
  • C. isIndustrialCenter
    Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
  • D. hasResearchInfrastructure
    Indicates that an entity possesses, controls, or provides access to facilities, equipment, or resources used to conduct research.
  • E. isTechnologicalHubOf
    Indicates that a location serves as a central focal point for technological activity, development, or innovation for another specified area or community.
  • F. None of above.

Provenance (6 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dbcf7c8190858b2d16a27bd2ff completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb423fc8190af65e94f8e2e75d0 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c8b6ce8819097f4f4d504485123 completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cf686e48190ba49ee0b14870dcf completed March 7, 2026, 2:57 p.m.
PD Predicate disambiguation batch_69a4b724c7908190a5b92a57fbdbff4e completed March 1, 2026, 10:01 p.m.
Created at: March 1, 2026, 7:41 p.m.