Triple

T14521992

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Somalia	`E340674`	entity
Predicate	hasPart	`P35`	FINISHED
Object	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.	`E1105147`	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 Transport and Civil Aviation of Somalia | Statement: [Cabinet of Somalia, hasPart, Ministry of Transport and Civil Aviation of Somalia]

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

Target entity: Ministry of Transport and Civil Aviation of Somalia
Context triple: [Cabinet of Somalia, hasPart, Ministry of Transport and Civil Aviation of Somalia]

A. Somali Civil Aviation Authority
The Somali Civil Aviation Authority is the national regulatory body responsible for overseeing and managing civil aviation activities and air transport infrastructure in Somalia.
B. 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.
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. 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.
E. Somali Air Force
The Somali Air Force is the aerial warfare branch of Somalia’s military, historically operating a mix of Soviet and Western aircraft and playing a key role in the country’s defense during the Cold War era.
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 Transport and Civil Aviation of Somalia
Triple: [Cabinet of Somalia, hasPart, Ministry of Transport and Civil Aviation of Somalia]

Generated description

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.

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

Target entity: Ministry of Transport and Civil Aviation of Somalia
Target entity description: 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.

A. Somali Civil Aviation Authority
The Somali Civil Aviation Authority is the national regulatory body responsible for overseeing and managing civil aviation activities and air transport infrastructure in Somalia.
B. 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.
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. 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.
E. Somali Air Force
The Somali Air Force is the aerial warfare branch of Somalia’s military, historically operating a mix of Soviet and Western aircraft and playing a key role in the country’s defense during the Cold War era.
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.