Triple

T14175720
Position Surface form Disambiguated ID Type / Status
Subject Brunei Investment Agency E351326 entity
Predicate subsidiaryOf P254 FINISHED
Object Ministry of Finance and Economy of Brunei
The Ministry of Finance and Economy of Brunei is the government body responsible for managing the nation’s public finances, economic policy, and fiscal planning.
E1084458 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 Finance and Economy of Brunei | Statement: [Brunei Investment Agency, subsidiaryOf, Ministry of Finance and Economy of Brunei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Finance and Economy of Brunei
Context triple: [Brunei Investment Agency, subsidiaryOf, Ministry of Finance and Economy of Brunei]
  • A. Brunei Investment Agency
    Brunei Investment Agency is a sovereign wealth fund of the Government of Brunei responsible for managing the country's foreign investments and financial assets.
  • B. Government of Brunei
    The Government of Brunei is the central governing authority of the absolute monarchy of Brunei Darussalam, headed by the Sultan and responsible for administering the country's laws, policies, and public services.
  • C. Autoriti Monetari Brunei Darussalam
    Autoriti Monetari Brunei Darussalam is Brunei's central bank and financial regulator, responsible for monetary policy, currency management, and oversight of the country's financial system.
  • D. Brunei Currency and Monetary Board
    The Brunei Currency and Monetary Board was the former authority responsible for issuing and regulating Brunei’s national currency before the establishment of the current central monetary institution.
  • E. Ministry of Finance (Malaysia)
    The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
  • 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 Finance and Economy of Brunei
Triple: [Brunei Investment Agency, subsidiaryOf, Ministry of Finance and Economy of Brunei]
Generated description
The Ministry of Finance and Economy of Brunei is the government body responsible for managing the nation’s public finances, economic policy, and fiscal planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Finance and Economy of Brunei
Target entity description: The Ministry of Finance and Economy of Brunei is the government body responsible for managing the nation’s public finances, economic policy, and fiscal planning.
  • A. Brunei Investment Agency
    Brunei Investment Agency is a sovereign wealth fund of the Government of Brunei responsible for managing the country's foreign investments and financial assets.
  • B. Government of Brunei
    The Government of Brunei is the central governing authority of the absolute monarchy of Brunei Darussalam, headed by the Sultan and responsible for administering the country's laws, policies, and public services.
  • C. Autoriti Monetari Brunei Darussalam
    Autoriti Monetari Brunei Darussalam is Brunei's central bank and financial regulator, responsible for monetary policy, currency management, and oversight of the country's financial system.
  • D. Brunei Currency and Monetary Board
    The Brunei Currency and Monetary Board was the former authority responsible for issuing and regulating Brunei’s national currency before the establishment of the current central monetary institution.
  • E. Ministry of Finance (Malaysia)
    The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61c76e8081909994b95b631100e9 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf80cdae88190ae987b49218c281d completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd067e73708190adcb4e1c2fbf210d completed May 7, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69fd0c5161dc8190a923c5b00dc5b53a completed May 7, 2026, 10:04 p.m.
Created at: April 10, 2026, 1:02 a.m.