Triple
T13475418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Finance (Malaysia) |
E318236
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
MOF Malaysia
MOF Malaysia is the Malaysian government ministry responsible for managing the nation’s public finances, economic policy, taxation, and fiscal planning.
|
E1043017
|
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: MOF Malaysia | Statement: [Ministry of Finance (Malaysia), abbreviation, MOF Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MOF Malaysia Context triple: [Ministry of Finance (Malaysia), abbreviation, MOF Malaysia]
-
A.
NI Malaysia
NI Malaysia is the Malaysian branch of National Instruments, providing test, measurement, and automation hardware, software, and engineering services to customers in the region.
-
B.
Conference of Rulers of Malaysia
The Conference of Rulers of Malaysia is a council comprising the hereditary Malay rulers and state governors that plays a key constitutional role, including matters of monarchy, Islam, and national policy.
-
C.
Malaysia Stadium Corporation
Malaysia Stadium Corporation is a Malaysian government-linked entity responsible for managing and maintaining major national sports facilities and stadiums.
-
D.
PLUS Malaysia Berhad
PLUS Malaysia Berhad is Malaysia’s largest highway concessionaire company, responsible for operating and maintaining major expressways and key infrastructure across the country.
-
E.
Ministry of Youth and Sports Malaysia
The Ministry of Youth and Sports Malaysia is a federal government ministry responsible for formulating and implementing national policies and programs related to youth development and sports in Malaysia.
- 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: MOF Malaysia Triple: [Ministry of Finance (Malaysia), abbreviation, MOF Malaysia]
Generated description
MOF Malaysia is the Malaysian government ministry responsible for managing the nation’s public finances, economic policy, taxation, and fiscal planning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MOF Malaysia Target entity description: MOF Malaysia is the Malaysian government ministry responsible for managing the nation’s public finances, economic policy, taxation, and fiscal planning.
-
A.
NI Malaysia
NI Malaysia is the Malaysian branch of National Instruments, providing test, measurement, and automation hardware, software, and engineering services to customers in the region.
-
B.
Conference of Rulers of Malaysia
The Conference of Rulers of Malaysia is a council comprising the hereditary Malay rulers and state governors that plays a key constitutional role, including matters of monarchy, Islam, and national policy.
-
C.
Malaysia Stadium Corporation
Malaysia Stadium Corporation is a Malaysian government-linked entity responsible for managing and maintaining major national sports facilities and stadiums.
-
D.
PLUS Malaysia Berhad
PLUS Malaysia Berhad is Malaysia’s largest highway concessionaire company, responsible for operating and maintaining major expressways and key infrastructure across the country.
-
E.
Ministry of Youth and Sports Malaysia
The Ministry of Youth and Sports Malaysia is a federal government ministry responsible for formulating and implementing national policies and programs related to youth development and sports in Malaysia.
- 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.