Triple
T20860120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal ministries of Malaysia |
E513592
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Ministry of Agriculture and Food Security (Malaysia)
The Ministry of Agriculture and Food Security (Malaysia) is a federal government ministry responsible for formulating and implementing national policies on agriculture, agro-based industries, and the country’s food security.
|
E1454609
|
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 Agriculture and Food Security (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Agriculture and Food Security (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Agriculture and Food Security (Malaysia) Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Agriculture and Food Security (Malaysia)]
-
A.
Ministry of Agro-Industry and Food Security
The Ministry of Agro-Industry and Food Security is a Mauritian government ministry responsible for agricultural development, food production, and ensuring national food security.
-
B.
agriculture ministry
An agriculture ministry is a government department responsible for developing and implementing policies related to farming, food production, rural development, and the management of natural agricultural resources.
-
C.
Ministry of Agriculture
The Ministry of Agriculture was the British government department responsible for managing and promoting agricultural policy and food production, particularly during World War II.
-
D.
Ministry of Agriculture (Sri Lanka)
The Ministry of Agriculture (Sri Lanka) is the central government ministry responsible for formulating and implementing national policies and programs related to agriculture, food production, and rural development in Sri Lanka.
-
E.
Ministry of Agriculture of Indonesia
The Ministry of Agriculture of Indonesia is the government body responsible for formulating and implementing national policies on agriculture, including food crops, horticulture, plantations, and livestock.
- 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 Agriculture and Food Security (Malaysia) Triple: [Federal ministries of Malaysia, hasPart, Ministry of Agriculture and Food Security (Malaysia)]
Generated description
The Ministry of Agriculture and Food Security (Malaysia) is a federal government ministry responsible for formulating and implementing national policies on agriculture, agro-based industries, and the country’s food security.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Agriculture and Food Security (Malaysia) Target entity description: The Ministry of Agriculture and Food Security (Malaysia) is a federal government ministry responsible for formulating and implementing national policies on agriculture, agro-based industries, and the country’s food security.
-
A.
Ministry of Agro-Industry and Food Security
The Ministry of Agro-Industry and Food Security is a Mauritian government ministry responsible for agricultural development, food production, and ensuring national food security.
-
B.
agriculture ministry
An agriculture ministry is a government department responsible for developing and implementing policies related to farming, food production, rural development, and the management of natural agricultural resources.
-
C.
Ministry of Agriculture
The Ministry of Agriculture was the British government department responsible for managing and promoting agricultural policy and food production, particularly during World War II.
-
D.
Ministry of Agriculture (Sri Lanka)
The Ministry of Agriculture (Sri Lanka) is the central government ministry responsible for formulating and implementing national policies and programs related to agriculture, food production, and rural development in Sri Lanka.
-
E.
Ministry of Agriculture of Indonesia
The Ministry of Agriculture of Indonesia is the government body responsible for formulating and implementing national policies on agriculture, including food crops, horticulture, plantations, and livestock.
- 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.