Triple

T11149735
Position Surface form Disambiguated ID Type / Status
Subject Ministry of External Relations of Cameroon E263753 entity
Predicate collaboratesWith P37 FINISHED
Object Ministry of Economy, Planning and Regional Development of Cameroon
The Ministry of Economy, Planning and Regional Development of Cameroon is a central government body responsible for formulating and implementing the country’s economic policy, development planning, and regional development strategies.
E906881 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 Economy, Planning and Regional Development of Cameroon | Statement: [Ministry of External Relations of Cameroon, collaboratesWith, Ministry of Economy, Planning and Regional Development of Cameroon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Economy, Planning and Regional Development of Cameroon
Context triple: [Ministry of External Relations of Cameroon, collaboratesWith, Ministry of Economy, Planning and Regional Development of Cameroon]
  • A. Prime Minister's Office of Cameroon
    The Prime Minister's Office of Cameroon is the central executive body that supports and coordinates the work of the Prime Minister in leading the government and implementing national policy.
  • B. Government of Cameroon
    The Government of Cameroon is the central political authority of the Republic of Cameroon, responsible for administering the state, implementing laws, and overseeing public policy in this Central African nation.
  • C. Ministry of External Relations of Cameroon
    The Ministry of External Relations of Cameroon is the government department responsible for managing the country’s foreign policy, international diplomacy, and relations with other states and international organizations.
  • D. National Assembly of Cameroon
    The National Assembly of Cameroon is the country's lower house of parliament, responsible for making laws and overseeing the executive branch within Cameroon's bicameral legislative system.
  • E. Ministry of Economy and Finance of Ecuador
    The Ministry of Economy and Finance of Ecuador is the national government body responsible for formulating and executing the country’s fiscal, budgetary, and economic policies.
  • 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 Economy, Planning and Regional Development of Cameroon
Triple: [Ministry of External Relations of Cameroon, collaboratesWith, Ministry of Economy, Planning and Regional Development of Cameroon]
Generated description
The Ministry of Economy, Planning and Regional Development of Cameroon is a central government body responsible for formulating and implementing the country’s economic policy, development planning, and regional development strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Economy, Planning and Regional Development of Cameroon
Target entity description: The Ministry of Economy, Planning and Regional Development of Cameroon is a central government body responsible for formulating and implementing the country’s economic policy, development planning, and regional development strategies.
  • A. Prime Minister's Office of Cameroon
    The Prime Minister's Office of Cameroon is the central executive body that supports and coordinates the work of the Prime Minister in leading the government and implementing national policy.
  • B. Government of Cameroon
    The Government of Cameroon is the central political authority of the Republic of Cameroon, responsible for administering the state, implementing laws, and overseeing public policy in this Central African nation.
  • C. Ministry of External Relations of Cameroon
    The Ministry of External Relations of Cameroon is the government department responsible for managing the country’s foreign policy, international diplomacy, and relations with other states and international organizations.
  • D. National Assembly of Cameroon
    The National Assembly of Cameroon is the country's lower house of parliament, responsible for making laws and overseeing the executive branch within Cameroon's bicameral legislative system.
  • E. Ministry of Economy and Finance of Ecuador
    The Ministry of Economy and Finance of Ecuador is the national government body responsible for formulating and executing the country’s fiscal, budgetary, and economic policies.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8701ea481908c86c2359f5dc957 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4422ca62c81909a3a935fb7e28c34 completed April 19, 2026, 2:47 a.m.
NEDg Description generation batch_69e44c0a9edc8190a184244ba63f1c8f completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4513731fc8190be0bae62d1e16e6f completed April 19, 2026, 3:51 a.m.
Created at: April 8, 2026, 9:28 p.m.