Triple

T20760404
Position Surface form Disambiguated ID Type / Status
Subject Habr Gedir E510961 entity
Predicate associatedWith P37 FINISHED
Object Mogadishu business networks NE NERFINISHED

How this triple was built (3 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: Mogadishu business networks | Statement: [Habr Gedir, associatedWith, Mogadishu business networks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mogadishu business networks
Context triple: [Habr Gedir, associatedWith, Mogadishu business networks]
  • A. Ministry of Commerce and Industry of Somalia
    The Ministry of Commerce and Industry of Somalia is a government department responsible for formulating and implementing national policies on trade, business development, and industrial growth in Somalia.
  • B. Aba as a center of entrepreneurial activity
    Aba as a center of entrepreneurial activity is a major commercial and industrial hub in southeastern Nigeria, renowned for its vibrant markets, small-scale manufacturing, and dynamic informal sector that drive regional trade and innovation.
  • C. Ministry of Planning and International Cooperation of Somalia
    The Ministry of Planning and International Cooperation of Somalia is a government body responsible for national development planning, economic policy coordination, and managing international aid and partnerships for the country.
  • D. Ministry of Public Works of Somalia
    The Ministry of Public Works of Somalia is a government department responsible for planning, developing, and maintaining the country’s public infrastructure and construction projects.
  • E. Government of Puntland
    The Government of Puntland is the regional administration of the autonomous Puntland State in northeastern Somalia, responsible for executive governance, legislation, and public services within its territory.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mogadishu business networks
Target entity description: Mogadishu business networks are influential commercial and financial alliances in Somalia’s capital that shape trade, investment, and political dynamics in the city.
  • A. Ministry of Commerce and Industry of Somalia
    The Ministry of Commerce and Industry of Somalia is a government department responsible for formulating and implementing national policies on trade, business development, and industrial growth in Somalia.
  • B. Aba as a center of entrepreneurial activity
    Aba as a center of entrepreneurial activity is a major commercial and industrial hub in southeastern Nigeria, renowned for its vibrant markets, small-scale manufacturing, and dynamic informal sector that drive regional trade and innovation.
  • C. Ministry of Planning and International Cooperation of Somalia
    The Ministry of Planning and International Cooperation of Somalia is a government body responsible for national development planning, economic policy coordination, and managing international aid and partnerships for the country.
  • D. Ministry of Public Works of Somalia
    The Ministry of Public Works of Somalia is a government department responsible for planning, developing, and maintaining the country’s public infrastructure and construction projects.
  • E. Government of Puntland
    The Government of Puntland is the regional administration of the autonomous Puntland State in northeastern Somalia, responsible for executive governance, legislation, and public services within its territory.
  • F. None of above. chosen

Provenance (2 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c248701081908ae49fca933e05f6 completed April 21, 2026, 12:18 a.m.
Created at: April 16, 2026, 12:35 p.m.