Triple
T20860134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal ministries of Malaysia |
E513592
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Ministry of Economy (Malaysia) |
—
|
NE NERFINISHED |
How this triple was built (3 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 Economy (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Economy (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Economy (Malaysia) Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Economy (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.
Minister of Finance (Malaysia)
The Minister of Finance (Malaysia) is the senior government official responsible for overseeing the country’s fiscal policy, national budget, taxation, and overall financial and economic management.
-
C.
Economic Planning Unit (Malaysia)
The Economic Planning Unit (Malaysia) is a key government agency responsible for formulating and coordinating the country’s socio-economic development policies and long-term national plans.
-
D.
National Budget Office (Malaysia)
The National Budget Office (Malaysia) is a government agency responsible for formulating, coordinating, and monitoring the federal budget and public expenditure policies under the Ministry of Finance.
-
E.
federal ministries of Malaysia
The federal ministries of Malaysia are the principal executive departments of the national government, each led by a minister and responsible for specific policy areas and administration across the country.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Economy (Malaysia) Target entity description: The Ministry of Economy (Malaysia) is a federal government ministry responsible for national economic planning, development policy, and coordinating strategies to drive Malaysia’s economic growth.
-
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.
Minister of Finance (Malaysia)
The Minister of Finance (Malaysia) is the senior government official responsible for overseeing the country’s fiscal policy, national budget, taxation, and overall financial and economic management.
-
C.
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.
-
D.
Economic Planning Unit (Malaysia)
The Economic Planning Unit (Malaysia) is a key government agency responsible for formulating and coordinating the country’s socio-economic development policies and long-term national plans.
-
E.
National Budget Office (Malaysia)
The National Budget Office (Malaysia) is a government agency responsible for formulating, coordinating, and monitoring the federal budget and public expenditure policies under the Ministry of Finance.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 16, 2026, 12:44 p.m.