Triple

T20860123
Position Surface form Disambiguated ID Type / Status
Subject Federal ministries of Malaysia E513592 entity
Predicate hasPart P35 FINISHED
Object Ministry of Domestic Trade and Cost of Living (Malaysia)
The Ministry of Domestic Trade and Cost of Living (Malaysia) is a federal government ministry responsible for regulating domestic trade, protecting consumer interests, and managing policies related to the cost of living in Malaysia.
E1454612 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 Domestic Trade and Cost of Living (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Domestic Trade and Cost of Living (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Domestic Trade and Cost of Living (Malaysia)
Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Domestic Trade and Cost of Living (Malaysia)]
  • A. 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.
  • B. Ministry of Trade and Industry (Singapore)
    The Ministry of Trade and Industry (Singapore) is the government ministry responsible for driving the country’s economic growth, international trade relations, and industrial development.
  • C. Ministry of Home Affairs (Malaysia)
    The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
  • D. Economic Stimulus Implementation and Coordination Unit (Malaysia)
    The Economic Stimulus Implementation and Coordination Unit (Malaysia) is a specialized body under the Ministry of Finance responsible for overseeing, coordinating, and monitoring the implementation of the country’s economic stimulus and recovery measures.
  • E. ministry of trade
    The ministry of trade is a government body responsible for formulating and implementing national trade policies, regulating domestic and international commerce, and often overseeing areas such as competition, consumer protection, and market regulation.
  • 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 Domestic Trade and Cost of Living (Malaysia)
Triple: [Federal ministries of Malaysia, hasPart, Ministry of Domestic Trade and Cost of Living (Malaysia)]
Generated description
The Ministry of Domestic Trade and Cost of Living (Malaysia) is a federal government ministry responsible for regulating domestic trade, protecting consumer interests, and managing policies related to the cost of living in Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Domestic Trade and Cost of Living (Malaysia)
Target entity description: The Ministry of Domestic Trade and Cost of Living (Malaysia) is a federal government ministry responsible for regulating domestic trade, protecting consumer interests, and managing policies related to the cost of living in Malaysia.
  • A. 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.
  • B. Ministry of International Trade and Industry (historical) (Malaysia)
    The Ministry of International Trade and Industry (historical) (Malaysia) was a key Malaysian government ministry responsible for formulating and implementing national policies on international trade, industrial development, and investment promotion.
  • C. Ministry of Trade and Industry (Singapore)
    The Ministry of Trade and Industry (Singapore) is the government ministry responsible for driving the country’s economic growth, international trade relations, and industrial development.
  • D. Ministry of Home Affairs (Malaysia)
    The Ministry of Home Affairs (Malaysia) is a key federal government ministry responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
  • E. Economic Stimulus Implementation and Coordination Unit (Malaysia)
    The Economic Stimulus Implementation and Coordination Unit (Malaysia) is a specialized body under the Ministry of Finance responsible for overseeing, coordinating, and monitoring the implementation of the country’s economic stimulus and recovery measures.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3aba3d0819093431f38f0095a71 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0d847481908e4108d8bff97655 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090ba60a848190a451883326a0c198 completed May 17, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a090fd62538819095c04324d3714371 completed May 17, 2026, 12:46 a.m.
Created at: April 16, 2026, 12:44 p.m.