Triple

T10922916

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Mauritius	`E257990`	entity
Predicate	includesOffice	`P1268`	FINISHED
Object	Ministry of Environment, Solid Waste Management and Climate Change The Ministry of Environment, Solid Waste Management and Climate Change is the Mauritian government ministry responsible for environmental protection, waste management policy, and national climate change strategies.	`E894002`	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: Ministry of Environment, Solid Waste Management and Climate Change | Statement: [Government of Mauritius, includesOffice, Ministry of Environment, Solid Waste Management and Climate Change]

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

Target entity: Ministry of Environment, Solid Waste Management and Climate Change
Context triple: [Government of Mauritius, includesOffice, Ministry of Environment, Solid Waste Management and Climate Change]

A. Ministry of Natural Resources, Environment and Climate Change
The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
B. Ministry of Climate and Enterprise
The Ministry of Climate and Enterprise is a Swedish government ministry responsible for national policies on climate, energy, environmental protection, and sustainable economic development.
C. Council of Ministers for the Environment
The Council of Ministers for the Environment is the Nordic intergovernmental body responsible for coordinating and developing common environmental policy and cooperation among the Nordic countries.
D. Umweltministerium
Das Umweltministerium ist ein staatliches Ressort, das für Umwelt- und Naturschutz, Klimapolitik sowie die nachhaltige Nutzung von Ressourcen verantwortlich ist.
E. Ministry of Environment, Climate, Tourism and Hospitality Industry
The Ministry of Environment, Climate, Tourism and Hospitality Industry is a Zimbabwean government ministry responsible for environmental protection, climate policy, wildlife conservation, and the development and regulation of tourism and hospitality sectors.
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: Ministry of Environment, Solid Waste Management and Climate Change
Triple: [Government of Mauritius, includesOffice, Ministry of Environment, Solid Waste Management and Climate Change]

Generated description

The Ministry of Environment, Solid Waste Management and Climate Change is the Mauritian government ministry responsible for environmental protection, waste management policy, and national climate change strategies.

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

Target entity: Ministry of Environment, Solid Waste Management and Climate Change
Target entity description: The Ministry of Environment, Solid Waste Management and Climate Change is the Mauritian government ministry responsible for environmental protection, waste management policy, and national climate change strategies.

A. Ministry of Natural Resources, Environment and Climate Change
The Ministry of Natural Resources, Environment and Climate Change is a Malaysian federal government ministry responsible for formulating and implementing national policies on natural resource management, environmental protection, and climate change mitigation and adaptation.
B. Ministry of Climate and Enterprise
The Ministry of Climate and Enterprise is a Swedish government ministry responsible for national policies on climate, energy, environmental protection, and sustainable economic development.
C. Council of Ministers for the Environment
The Council of Ministers for the Environment is the Nordic intergovernmental body responsible for coordinating and developing common environmental policy and cooperation among the Nordic countries.
D. Umweltministerium
Das Umweltministerium ist ein staatliches Ressort, das für Umwelt- und Naturschutz, Klimapolitik sowie die nachhaltige Nutzung von Ressourcen verantwortlich ist.
E. Ministry of Environment, Climate, Tourism and Hospitality Industry
The Ministry of Environment, Climate, Tourism and Hospitality Industry is a Zimbabwean government ministry responsible for environmental protection, climate policy, wildlife conservation, and the development and regulation of tourism and hospitality sectors.
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_69d6aa864ed88190818280ab6791d065`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7708e3fd881908da10f24a856364c`	completed	April 9, 2026, 9:25 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e2172894d88190b7b27f78e9fd1521`	completed	April 17, 2026, 11:19 a.m.
NEDg	Description generation	`batch_69e21d8a2e6881909b33cbe4ab919315`	completed	April 17, 2026, 11:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69e21eaa1e9881909f3b276e0ff0c511`	completed	April 17, 2026, 11:51 a.m.

Created at: April 8, 2026, 9:22 p.m.