Triple
T13475408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Finance (Malaysia) |
E318236
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
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.
|
E1043016
|
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 Planning Unit (Malaysia) | Statement: [Ministry of Finance (Malaysia), collaboratesWith, Economic Planning Unit (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Planning Unit (Malaysia) Context triple: [Ministry of Finance (Malaysia), collaboratesWith, Economic Planning Unit (Malaysia)]
-
A.
United Engineers (Malaysia)
United Engineers (Malaysia) is a Malaysian engineering and construction company known for undertaking major infrastructure projects in the region.
-
B.
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.
-
C.
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.
-
D.
Ministry of Planning and Finance (Myanmar)
The Ministry of Planning and Finance (Myanmar) is the central government body responsible for formulating the country’s economic policies, managing public finances, and overseeing national development planning.
-
E.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
- 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 Planning Unit (Malaysia) Triple: [Ministry of Finance (Malaysia), collaboratesWith, Economic Planning Unit (Malaysia)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Planning Unit (Malaysia) Target entity description: 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.
-
A.
United Engineers (Malaysia)
United Engineers (Malaysia) is a Malaysian engineering and construction company known for undertaking major infrastructure projects in the region.
-
B.
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.
-
C.
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.
-
D.
Ministry of Planning and Finance (Myanmar)
The Ministry of Planning and Finance (Myanmar) is the central government body responsible for formulating the country’s economic policies, managing public finances, and overseeing national development planning.
-
E.
Khazanah Nasional
Khazanah Nasional is Malaysia’s sovereign wealth fund, responsible for managing the government’s commercial assets and strategic investments domestically and abroad.
- 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.