Triple

T14522101
Position Surface form Disambiguated ID Type / Status
Subject Federal ministries of Somalia E340676 entity
Predicate hasComponent P35 FINISHED
Object Ministry of Environment and Climate Change (Somalia)
The Ministry of Environment and Climate Change (Somalia) is a federal government body responsible for environmental protection, natural resource management, and climate change policy and adaptation efforts in Somalia.
E1105157 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 and Climate Change (Somalia) | Statement: [Federal ministries of Somalia, hasComponent, Ministry of Environment and Climate Change (Somalia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Environment and Climate Change (Somalia)
Context triple: [Federal ministries of Somalia, hasComponent, Ministry of Environment and Climate Change (Somalia)]
  • A. Somali Ministry of Fisheries and Marine Resources
    The Somali Ministry of Fisheries and Marine Resources is the government body responsible for managing Somalia’s fisheries sector, regulating marine resources, and overseeing sustainable use of the country’s coastal and offshore waters.
  • B. Council of Ministers of Somalia
    The Council of Ministers of Somalia is the national cabinet responsible for directing the federal government's executive policies and administration under the leadership of the Prime Minister.
  • C. Somali Ministry of Defence
    The Somali Ministry of Defence is the government body responsible for formulating and overseeing Somalia’s national defense policy and the command and administration of its armed forces.
  • D. Office of the President of Somalia
    The Office of the President of Somalia is the executive institution that supports and houses the Somali head of state, overseeing presidential administration, policy coordination, and official state functions.
  • E. Somali Ministry of Ports and Marine Transport
    The Somali Ministry of Ports and Marine Transport is the national government body responsible for overseeing Somalia’s seaports, maritime transport policy, and regulation of the country’s coastal and shipping activities.
  • 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 and Climate Change (Somalia)
Triple: [Federal ministries of Somalia, hasComponent, Ministry of Environment and Climate Change (Somalia)]
Generated description
The Ministry of Environment and Climate Change (Somalia) is a federal government body responsible for environmental protection, natural resource management, and climate change policy and adaptation efforts in Somalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Environment and Climate Change (Somalia)
Target entity description: The Ministry of Environment and Climate Change (Somalia) is a federal government body responsible for environmental protection, natural resource management, and climate change policy and adaptation efforts in Somalia.
  • A. Somali Ministry of Fisheries and Marine Resources
    The Somali Ministry of Fisheries and Marine Resources is the government body responsible for managing Somalia’s fisheries sector, regulating marine resources, and overseeing sustainable use of the country’s coastal and offshore waters.
  • B. Council of Ministers of Somalia
    The Council of Ministers of Somalia is the national cabinet responsible for directing the federal government's executive policies and administration under the leadership of the Prime Minister.
  • C. Somali Ministry of Defence
    The Somali Ministry of Defence is the government body responsible for formulating and overseeing Somalia’s national defense policy and the command and administration of its armed forces.
  • D. Office of the President of Somalia
    The Office of the President of Somalia is the executive institution that supports and houses the Somali head of state, overseeing presidential administration, policy coordination, and official state functions.
  • E. Somali Ministry of Ports and Marine Transport
    The Somali Ministry of Ports and Marine Transport is the national government body responsible for overseeing Somalia’s seaports, maritime transport policy, and regulation of the country’s coastal and shipping activities.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de9a72cff08190878b4bed9b0b5eb5 completed April 14, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a4da6908190a3e2cae16f6240d9 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7bc384b88190bdf562e68b0c44f6 completed May 8, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69fd7c2260808190bced99ed86e8fd4b completed May 8, 2026, 6:01 a.m.
Created at: April 10, 2026, 1:22 a.m.