Triple

T3017218
Position Surface form Disambiguated ID Type / Status
Subject Khazanah Nasional E82365 entity
Predicate parentOrganization P254 FINISHED
Object 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.
 E318236 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 (Malaysia) | Statement: [Khazanah Nasional, parentOrganization, Ministry of Finance (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance (Malaysia)
Context triple: [Khazanah Nasional, parentOrganization, Ministry of Finance (Malaysia)]
  • 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. Bank Negara Malaysia
    Bank Negara Malaysia is the central bank of Malaysia, responsible for formulating monetary policy, issuing currency, and overseeing the country’s financial system.
  • C. Government of Malaysia
    The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
  • D. Khazanah Nasional
    Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
  • E. Ministry of Finance of Thailand
    The Ministry of Finance of Thailand is the government agency responsible for national fiscal policy, budgeting, taxation, and overall financial and economic management of the country.
  • 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 (Malaysia)
Triple: [Khazanah Nasional, parentOrganization, Ministry of Finance (Malaysia)]
Generated description
The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Finance (Malaysia)
Target entity description: The Ministry of Finance (Malaysia) is the federal government ministry responsible for managing the country’s public finances, economic policy, taxation, and fiscal planning.
  • 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. Bank Negara Malaysia
    Bank Negara Malaysia is the central bank of Malaysia, responsible for formulating monetary policy, issuing currency, and overseeing the country’s financial system.
  • C. Government of Malaysia
    The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
  • D. Khazanah Nasional
    Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
  • E. Ministry of Finance of Thailand
    The Ministry of Finance of Thailand is the government agency responsible for national fiscal policy, budgeting, taxation, and overall financial and economic management of the country.
  • 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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a6c56708190b7d8d08bca727cc1 completed March 8, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e6eac1481909d56844e53c37b59 completed March 11, 2026, 8:57 a.m.
NEDg Description generation batch_69b12f26a8d08190be6023fb7e3ddee9 completed March 11, 2026, 9 a.m.
NED2 Entity disambiguation (via description) batch_69b1cb268d9881908766e50524b208cc completed March 11, 2026, 8:05 p.m.
Created at: March 8, 2026, 3 p.m.