Triple

T20760404
Position Surface form Disambiguated ID Type / Status
Subject Habr Gedir E510961 entity
Predicate associatedWith P37 FINISHED
Object Mogadishu business networks
Mogadishu business networks are influential commercial and financial alliances in Somalia’s capital that shape trade, investment, and political dynamics in the city.
E1448008 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: 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.
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: Mogadishu business networks
Triple: [Habr Gedir, associatedWith, Mogadishu business networks]
Generated description
Mogadishu business networks are influential commercial and financial alliances in Somalia’s capital that shape trade, investment, and political dynamics in the city.
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 (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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c248701081908ae49fca933e05f6 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84cc14c8190a3a90116a657af27 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e90ba0188190a4e744a79962bf2e completed May 16, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_6a08e9799dbc8190b91f7c0ba0e1cfaf completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:35 p.m.