Triple

T15324054
Position Surface form Disambiguated ID Type / Status
Subject Government of Brunei E366363 entity
Predicate hasMinistry P2820 FINISHED
Object Ministry of Finance and Economy
The Ministry of Finance and Economy is Brunei's central government body responsible for managing national fiscal policy, public finances, and overall economic planning and development.
 E1150202 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 | Statement: [Government of Brunei, hasMinistry, Ministry of Finance and Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance and Economy
Context triple: [Government of Brunei, hasMinistry, Ministry of Finance and Economy]
  • A. Ministry of Finance
    The Ministry of Finance is Japan’s central government agency responsible for national fiscal policy, budgeting, taxation, and public finance management.
  • B. Ministry of Finance
    The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
  • C. Ministry of Finance
    The Ministry of Finance is Ghana’s central government agency responsible for national economic policy, public finances, budgeting, and fiscal management.
  • D. Ministry for the Economy and Finance
    The Ministry for the Economy and Finance is the French government department responsible for national economic policy, public finances, taxation, and the management of the state budget.
  • E. Secretariat for Economy and Finance
    The Secretariat for Economy and Finance is the Macao SAR government body responsible for formulating and overseeing policies related to economic development, public finance, and financial services.
  • 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
Triple: [Government of Brunei, hasMinistry, Ministry of Finance and Economy]
Generated description
The Ministry of Finance and Economy is Brunei's central government body responsible for managing national fiscal policy, public finances, and overall economic planning and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance and Economy
Target entity description: The Ministry of Finance and Economy is Brunei's central government body responsible for managing national fiscal policy, public finances, and overall economic planning and development.
  • A. Ministry of Finance
    The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
  • B. Ministry of Finance
    The Ministry of Finance is Ghana’s central government agency responsible for national economic policy, public finances, budgeting, and fiscal management.
  • C. Ministry of Finance
    The Ministry of Finance is Japan’s central government agency responsible for national fiscal policy, budgeting, taxation, and public finance management.
  • D. Ministry for the Economy and Finance
    The Ministry for the Economy and Finance is the French government department responsible for national economic policy, public finances, taxation, and the management of the state budget.
  • E. Secretariat for Economy and Finance
    The Secretariat for Economy and Finance is the Macao SAR government body responsible for formulating and overseeing policies related to economic development, public finance, and financial services.
  • 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_69d85a121520819093dcce999fdefe1a completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd5ce0c819093c9a14de549dff6 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8aaef608190bd3ec9fdd215afbb completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa435efc81908c1e88267e745cdd completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefb2ee9108190b3d8633cc9713c7b completed May 9, 2026, 9:15 a.m.
Created at: April 10, 2026, 3:16 a.m.