Triple
T13475395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Finance (Malaysia) |
E318236
|
entity |
| Predicate | hasChildAgency |
P48916
|
FINISHED |
| Object |
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.
|
E1043012
|
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: Economic Stimulus Implementation and Coordination Unit (Malaysia) | Statement: [Ministry of Finance (Malaysia), hasChildAgency, Economic Stimulus Implementation and Coordination Unit (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Stimulus Implementation and Coordination Unit (Malaysia) Context triple: [Ministry of Finance (Malaysia), hasChildAgency, Economic Stimulus Implementation and Coordination Unit (Malaysia)]
-
A.
Monetary Policy Committee of Bank Negara Malaysia
The Monetary Policy Committee of Bank Negara Malaysia is the decision-making body responsible for setting Malaysia’s monetary policy, including key interest rates, to achieve price stability and support sustainable economic growth.
-
B.
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.
-
C.
Economic Development Board (Singapore)
The Economic Development Board (Singapore) is the government agency responsible for driving Singapore’s economic growth by attracting foreign investment and fostering the development of key industries.
-
D.
Putrajaya Corporation
Putrajaya Corporation is the local authority responsible for administering and developing Malaysia’s federal administrative capital, Putrajaya, including its public infrastructure and landmarks.
-
E.
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).
- 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: Economic Stimulus Implementation and Coordination Unit (Malaysia) Triple: [Ministry of Finance (Malaysia), hasChildAgency, Economic Stimulus Implementation and Coordination Unit (Malaysia)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Stimulus Implementation and Coordination Unit (Malaysia) Target entity description: 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.
-
A.
Monetary Policy Committee of Bank Negara Malaysia
The Monetary Policy Committee of Bank Negara Malaysia is the decision-making body responsible for setting Malaysia’s monetary policy, including key interest rates, to achieve price stability and support sustainable economic growth.
-
B.
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.
-
C.
Economic Development Board (Singapore)
The Economic Development Board (Singapore) is the government agency responsible for driving Singapore’s economic growth by attracting foreign investment and fostering the development of key industries.
-
D.
Putrajaya Corporation
Putrajaya Corporation is the local authority responsible for administering and developing Malaysia’s federal administrative capital, Putrajaya, including its public infrastructure and landmarks.
-
E.
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).
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf2551b48190a074fd256791742d |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7462f94988190a857fa8cd32cdd0a |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f748dfd4f081908fd5d77fe70f9db4 |
completed | May 3, 2026, 1:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74965c53081909c662f7f991849bf |
completed | May 3, 2026, 1:11 p.m. |
Created at: April 9, 2026, 9:42 p.m.