Triple
T20860118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal ministries of Malaysia |
E513592
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Ministry of Human Resources (Malaysia)
The Ministry of Human Resources (Malaysia) is a federal government ministry responsible for national labour policies, workforce development, industrial relations, and occupational safety and health in Malaysia.
|
E1454607
|
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 Human Resources (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Human Resources (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Human Resources (Malaysia) Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Human Resources (Malaysia)]
-
A.
Ministry of Manpower (Singapore)
The Ministry of Manpower (Singapore) is the government ministry responsible for formulating and implementing policies on employment, workplace safety, and manpower development in Singapore.
-
B.
Ministry of Manpower of Indonesia
The Ministry of Manpower of Indonesia is the government body responsible for formulating and implementing national policies on employment, labor relations, and workforce protection in Indonesia.
-
C.
Ministry of Human Resources and Social Development of Saudi Arabia
The Ministry of Human Resources and Social Development of Saudi Arabia is a government body responsible for labor policies, workforce development, and social welfare programs in the Kingdom.
-
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.
Ministry of Education Malaysia
The Ministry of Education Malaysia is the federal government body responsible for formulating and overseeing national education policies, administration, and standards across Malaysian schools and educational institutions.
- 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 Human Resources (Malaysia) Triple: [Federal ministries of Malaysia, hasPart, Ministry of Human Resources (Malaysia)]
Generated description
The Ministry of Human Resources (Malaysia) is a federal government ministry responsible for national labour policies, workforce development, industrial relations, and occupational safety and health in Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Human Resources (Malaysia) Target entity description: The Ministry of Human Resources (Malaysia) is a federal government ministry responsible for national labour policies, workforce development, industrial relations, and occupational safety and health in Malaysia.
-
A.
Ministry of Manpower (Singapore)
The Ministry of Manpower (Singapore) is the government ministry responsible for formulating and implementing policies on employment, workplace safety, and manpower development in Singapore.
-
B.
Ministry of Manpower of Indonesia
The Ministry of Manpower of Indonesia is the government body responsible for formulating and implementing national policies on employment, labor relations, and workforce protection in Indonesia.
-
C.
Ministry of Human Resources and Social Development of Saudi Arabia
The Ministry of Human Resources and Social Development of Saudi Arabia is a government body responsible for labor policies, workforce development, and social welfare programs in the Kingdom.
-
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.
Ministry of Education Malaysia
The Ministry of Education Malaysia is the federal government body responsible for formulating and overseeing national education policies, administration, and standards across Malaysian schools and educational institutions.
- 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.