Triple
T20479342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Malta |
E502408
|
entity |
| Predicate | hasInstitute |
P186
|
FINISHED |
| Object |
Institute for Climate Change and Sustainable Development
The Institute for Climate Change and Sustainable Development is a University of Malta research and teaching center focused on climate science, environmental policy, and sustainable development practices.
|
E1432940
|
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: Institute for Climate Change and Sustainable Development | Statement: [University of Malta, hasInstitute, Institute for Climate Change and Sustainable Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institute for Climate Change and Sustainable Development Context triple: [University of Malta, hasInstitute, Institute for Climate Change and Sustainable Development]
-
A.
Institute of Environment and Sustainable Development
The Institute of Environment and Sustainable Development is an academic and research center at Banaras Hindu University focused on environmental science, sustainability studies, and related interdisciplinary fields.
-
B.
Institute of Climate Change
The Institute of Climate Change is a research center at Universiti Kebangsaan Malaysia dedicated to studying climate systems, impacts, and adaptation and mitigation strategies.
-
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.
Pacific Institute for Climate Solutions
The Pacific Institute for Climate Solutions is a Canadian research and policy institute focused on developing practical, evidence-based solutions to mitigate and adapt to climate change.
-
E.
Center for Global Change Science
The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
- 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: Institute for Climate Change and Sustainable Development Triple: [University of Malta, hasInstitute, Institute for Climate Change and Sustainable Development]
Generated description
The Institute for Climate Change and Sustainable Development is a University of Malta research and teaching center focused on climate science, environmental policy, and sustainable development practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Institute for Climate Change and Sustainable Development Target entity description: The Institute for Climate Change and Sustainable Development is a University of Malta research and teaching center focused on climate science, environmental policy, and sustainable development practices.
-
A.
Institute of Environment and Sustainable Development
The Institute of Environment and Sustainable Development is an academic and research center at Banaras Hindu University focused on environmental science, sustainability studies, and related interdisciplinary fields.
-
B.
Institute of Climate Change
The Institute of Climate Change is a research center at Universiti Kebangsaan Malaysia dedicated to studying climate systems, impacts, and adaptation and mitigation strategies.
-
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.
Pacific Institute for Climate Solutions
The Pacific Institute for Climate Solutions is a Canadian research and policy institute focused on developing practical, evidence-based solutions to mitigate and adapt to climate change.
-
E.
Center for Global Change Science
The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
- 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_69e0b4af32848190aea80682b44d5d6e |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69b55d7a881909dfe3ea0e74b742b |
completed | April 20, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a088b25667081909e92bb990b7b4856 |
completed | May 16, 2026, 3:20 p.m. |
| NEDg | Description generation | batch_6a088c58f6748190b9945d6bff0f4b8c |
completed | May 16, 2026, 3:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a088cdecf04819097d6e934acc6c70f |
completed | May 16, 2026, 3:27 p.m. |
Created at: April 16, 2026, 11:34 a.m.