Triple
T20860121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal ministries of Malaysia |
E513592
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Ministry of Rural and Regional Development (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 Rural and Regional Development (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Rural and Regional Development (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Rural and Regional Development (Malaysia) Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Rural and Regional Development (Malaysia)]
-
A.
Ministry of Federal Territories of Malaysia
The Ministry of Federal Territories of Malaysia is a federal government ministry responsible for the administration, development, and governance of Malaysia’s federal territories, including Kuala Lumpur, Putrajaya, and Labuan.
-
B.
rural Malaya
Rural Malaya refers to the predominantly agricultural and village-based areas of the Malay Peninsula during the colonial and wartime periods, characterized by dispersed settlements, plantations, and limited infrastructure.
-
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 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.
- 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 Rural and Regional Development (Malaysia) Target entity description: The Ministry of Rural and Regional Development (Malaysia) is a federal government ministry responsible for formulating and implementing policies and programs to enhance socio-economic development and infrastructure in the country’s rural and regional areas.
-
A.
Ministry of Federal Territories of Malaysia
The Ministry of Federal Territories of Malaysia is a federal government ministry responsible for the administration, development, and governance of Malaysia’s federal territories, including Kuala Lumpur, Putrajaya, and Labuan.
-
B.
rural Malaya
Rural Malaya refers to the predominantly agricultural and village-based areas of the Malay Peninsula during the colonial and wartime periods, characterized by dispersed settlements, plantations, and limited infrastructure.
-
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 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.
- 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.