Triple

T18867713
Position Surface form Disambiguated ID Type / Status
Subject Somaliland Port Authority E461482 entity
Predicate associatedWith P37 FINISHED
Object Somaliland Ministry of Transport — 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: Somaliland Ministry of Transport | Statement: [Somaliland Port Authority, associatedWith, Somaliland Ministry of Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Somaliland Ministry of Transport
Context triple: [Somaliland Port Authority, associatedWith, Somaliland Ministry of Transport]
  • A. 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.
  • B. Ministry of Transport and Civil Aviation of Somalia
    The Ministry of Transport and Civil Aviation of Somalia is the national government body responsible for overseeing transportation infrastructure and regulating civil aviation within Somalia.
  • C. Somaliland Port Authority
    Somaliland Port Authority is the governmental body responsible for managing and regulating Somaliland’s seaports, including the strategic Port of Berbera on the Gulf of Aden.
  • 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. Ministry of Interior of Somaliland
    The Ministry of Interior of Somaliland is the government body responsible for internal security, law enforcement, and administration of local governance within Somaliland.
  • 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: Somaliland Ministry of Transport
Target entity description: The Somaliland Ministry of Transport is the government body responsible for formulating and overseeing transportation policies, infrastructure, and regulatory frameworks across Somaliland, including ports, roads, and other transit systems.
  • A. 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.
  • B. Ministry of Transport and Civil Aviation of Somalia
    The Ministry of Transport and Civil Aviation of Somalia is the national government body responsible for overseeing transportation infrastructure and regulating civil aviation within Somalia.
  • C. Somaliland Port Authority
    Somaliland Port Authority is the governmental body responsible for managing and regulating Somaliland’s seaports, including the strategic Port of Berbera on the Gulf of Aden.
  • 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. Ministry of Interior of Somaliland
    The Ministry of Interior of Somaliland is the government body responsible for internal security, law enforcement, and administration of local governance within Somaliland.
  • 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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c2a6d1d081909b6dab2a5166a317 completed April 20, 2026, 6:07 a.m.
Created at: April 10, 2026, 11:57 a.m.