Triple

T22619675
Position Surface form Disambiguated ID Type / Status
Subject UM E558239 entity
Predicate hasResearchInstitute P186 FINISHED
Object Maastricht Sustainability Institute
Maastricht Sustainability Institute is a research center at Maastricht University focused on interdisciplinary studies and solutions for sustainable development and environmental policy.
 E1545758 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: Maastricht Sustainability Institute | Statement: [UM, hasResearchInstitute, Maastricht Sustainability Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maastricht Sustainability Institute
Context triple: [UM, hasResearchInstitute, Maastricht Sustainability Institute]
  • A. Maastricht University
    Maastricht University is a public research university in the Dutch city of Maastricht, known for its international orientation and problem-based learning approach.
  • B. Institute of Environmental Sciences (CML)
    The Institute of Environmental Sciences (CML) is a research and education institute at Leiden University focused on studying and addressing environmental challenges through interdisciplinary scientific approaches.
  • C. Sustainability Institute
    The Sustainability Institute is an organization dedicated to advancing environmental sustainability and systems thinking, founded by influential environmental scientist and author Donella Meadows.
  • D. Robert Schuman Centre for Advanced Studies
    The Robert Schuman Centre for Advanced Studies is a research institute focused on interdisciplinary and policy-relevant studies in European and international affairs.
  • E. Helsinki Institute of Sustainability Science
    The Helsinki Institute of Sustainability Science is a multidisciplinary research institute at the University of Helsinki focused on advancing sustainable development through integrated scientific research and societal collaboration.
  • 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: Maastricht Sustainability Institute
Triple: [UM, hasResearchInstitute, Maastricht Sustainability Institute]
Generated description
Maastricht Sustainability Institute is a research center at Maastricht University focused on interdisciplinary studies and solutions for sustainable development and environmental policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maastricht Sustainability Institute
Target entity description: Maastricht Sustainability Institute is a research center at Maastricht University focused on interdisciplinary studies and solutions for sustainable development and environmental policy.
  • A. Maastricht University
    Maastricht University is a public research university in the Dutch city of Maastricht, known for its international orientation and problem-based learning approach.
  • B. Institute of Environmental Sciences (CML)
    The Institute of Environmental Sciences (CML) is a research and education institute at Leiden University focused on studying and addressing environmental challenges through interdisciplinary scientific approaches.
  • C. Sustainability Institute
    The Sustainability Institute is an organization dedicated to advancing environmental sustainability and systems thinking, founded by influential environmental scientist and author Donella Meadows.
  • D. Robert Schuman Centre for Advanced Studies
    The Robert Schuman Centre for Advanced Studies is a research institute focused on interdisciplinary and policy-relevant studies in European and international affairs.
  • E. Helsinki Institute of Sustainability Science
    The Helsinki Institute of Sustainability Science is a multidisciplinary research institute at the University of Helsinki focused on advancing sustainable development through integrated scientific research and societal collaboration.
  • 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_69e24545a8e08190bfa7482a2c725ff1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e383b048190a432c540185916d0 completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e037bf8819087bc71af425e794b completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4f5425d88190b986e5fd657beca7 completed May 18, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a0b502d7148819081b635e9ef3be1d1 completed May 18, 2026, 5:45 p.m.
Created at: April 17, 2026, 3 p.m.