Triple

T14522102

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal ministries of Somalia	`E340676`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Ministry of Labor and Social Affairs (Somalia) The Ministry of Labor and Social Affairs (Somalia) is a federal government body responsible for employment policy, labor regulation, and social welfare programs in Somalia.	`E1105158`	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 Labor and Social Affairs (Somalia) | Statement: [Federal ministries of Somalia, hasComponent, Ministry of Labor and Social Affairs (Somalia)]

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

Target entity: Ministry of Labor and Social Affairs (Somalia)
Context triple: [Federal ministries of Somalia, hasComponent, Ministry of Labor and Social Affairs (Somalia)]

A. 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.
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. Ministry of Labour (Oman)
The Ministry of Labour (Oman) is the Omani government body responsible for regulating employment, workforce development, and labor relations within the Sultanate.
D. 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.
E. Government of Somaliland
The Government of Somaliland is the self-declared governing authority of the autonomous region of Somaliland in the Horn of Africa, administering its political, economic, and security affairs despite lacking broad international recognition.
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 Labor and Social Affairs (Somalia)
Triple: [Federal ministries of Somalia, hasComponent, Ministry of Labor and Social Affairs (Somalia)]

Generated description

The Ministry of Labor and Social Affairs (Somalia) is a federal government body responsible for employment policy, labor regulation, and social welfare programs in Somalia.

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

Target entity: Ministry of Labor and Social Affairs (Somalia)
Target entity description: The Ministry of Labor and Social Affairs (Somalia) is a federal government body responsible for employment policy, labor regulation, and social welfare programs in Somalia.

A. 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.
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. Ministry of Labour (Oman)
The Ministry of Labour (Oman) is the Omani government body responsible for regulating employment, workforce development, and labor relations within the Sultanate.
D. 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.
E. Government of Somaliland
The Government of Somaliland is the self-declared governing authority of the autonomous region of Somaliland in the Horn of Africa, administering its political, economic, and security affairs despite lacking broad international recognition.
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.