Triple

T8838830

Position	Surface form	Disambiguated ID	Type / Status
Subject	Universiti Kebangsaan Malaysia	`E210333`	entity
Predicate	hasResearchInstitute	`P186`	FINISHED
Object	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.	`E761418`	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 of Climate Change | Statement: [Universiti Kebangsaan Malaysia, hasResearchInstitute, Institute of Climate Change]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Institute of Climate Change
Context triple: [Universiti Kebangsaan Malaysia, hasResearchInstitute, Institute of Climate Change]

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. 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.
C. 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.
D. Institute of Environmental Science
The Institute of Environmental Science is an academic and research center at the University of Rajshahi in Bangladesh focused on environmental studies, sustainability, and related scientific research.
E. Potsdam Institute for Climate Impact Research
The Potsdam Institute for Climate Impact Research is a leading German research center that studies the causes and consequences of climate change and develops strategies for sustainable solutions.
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 of Climate Change
Triple: [Universiti Kebangsaan Malaysia, hasResearchInstitute, Institute of Climate Change]

Generated description

The Institute of Climate Change is a research center at Universiti Kebangsaan Malaysia dedicated to studying climate systems, impacts, and adaptation and mitigation strategies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Institute of Climate Change
Target entity description: The Institute of Climate Change is a research center at Universiti Kebangsaan Malaysia dedicated to studying climate systems, impacts, and adaptation and mitigation strategies.

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. 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.
C. 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.
D. Institute of Environmental Science
The Institute of Environmental Science is an academic and research center at the University of Rajshahi in Bangladesh focused on environmental studies, sustainability, and related scientific research.
E. Potsdam Institute for Climate Impact Research
The Potsdam Institute for Climate Impact Research is a leading German research center that studies the causes and consequences of climate change and develops strategies for sustainable solutions.
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_69ca8388549c819095fd94eadefbb007`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc606c60ac8190b2b6bd7f042c02f8`	completed	April 1, 2026, 12:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf89933e8c81909672bcec70f7d5ce`	completed	April 3, 2026, 9:34 a.m.
NEDg	Description generation	`batch_69cf8bb6d7dc8190a91864130513fa4e`	completed	April 3, 2026, 9:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf8ca3e2788190a33fb28132944759`	completed	April 3, 2026, 9:47 a.m.

Created at: March 30, 2026, 6:48 p.m.