Triple
T11510784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agriculture Department Khyber Pakhtunkhwa |
E272901
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
federal Ministry of National Food Security and Research
The federal Ministry of National Food Security and Research is Pakistan’s central government body responsible for formulating and implementing policies to ensure national food security, agricultural development, and sustainable management of food resources.
|
E930503
|
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: federal Ministry of National Food Security and Research | Statement: [Agriculture Department Khyber Pakhtunkhwa, worksWith, federal Ministry of National Food Security and Research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: federal Ministry of National Food Security and Research Context triple: [Agriculture Department Khyber Pakhtunkhwa, worksWith, federal Ministry of National Food Security and Research]
-
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.
Ministry of Agriculture and Farmers Welfare
The Ministry of Agriculture and Farmers Welfare is the central government ministry in India responsible for formulating and implementing national policies, programs, and initiatives related to agriculture, farmers’ welfare, and rural agrarian development.
-
C.
Federal Ministry of Agriculture and Food Security
The Federal Ministry of Agriculture and Food Security is a Nigerian government ministry responsible for formulating and implementing national policies and programs on agriculture, food production, and food security.
-
D.
Ministry of Rural Development (India)
The Ministry of Rural Development (India) is a central government ministry responsible for formulating and implementing policies and programs aimed at promoting sustainable rural development, poverty alleviation, and infrastructure improvement across India's villages.
-
E.
Ministry of Consumer Affairs, Food and Public Distribution (India)
The Ministry of Consumer Affairs, Food and Public Distribution is an Indian central government ministry responsible for consumer protection, regulation of food supply and prices, and management of the public distribution system.
- 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: federal Ministry of National Food Security and Research Triple: [Agriculture Department Khyber Pakhtunkhwa, worksWith, federal Ministry of National Food Security and Research]
Generated description
The federal Ministry of National Food Security and Research is Pakistan’s central government body responsible for formulating and implementing policies to ensure national food security, agricultural development, and sustainable management of food resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: federal Ministry of National Food Security and Research Target entity description: The federal Ministry of National Food Security and Research is Pakistan’s central government body responsible for formulating and implementing policies to ensure national food security, agricultural development, and sustainable management of food resources.
-
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.
Ministry of Agriculture and Farmers Welfare
The Ministry of Agriculture and Farmers Welfare is the central government ministry in India responsible for formulating and implementing national policies, programs, and initiatives related to agriculture, farmers’ welfare, and rural agrarian development.
-
C.
Federal Ministry of Agriculture and Food Security
The Federal Ministry of Agriculture and Food Security is a Nigerian government ministry responsible for formulating and implementing national policies and programs on agriculture, food production, and food security.
-
D.
Ministry of Rural Development (India)
The Ministry of Rural Development (India) is a central government ministry responsible for formulating and implementing policies and programs aimed at promoting sustainable rural development, poverty alleviation, and infrastructure improvement across India's villages.
-
E.
Ministry of Consumer Affairs, Food and Public Distribution (India)
The Ministry of Consumer Affairs, Food and Public Distribution is an Indian central government ministry responsible for consumer protection, regulation of food supply and prices, and management of the public distribution system.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db65eb081908613a1002c6a4fb4 |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e625055dfc81909a87418a3ed40027 |
completed | April 20, 2026, 1:07 p.m. |
| NEDg | Description generation | batch_69e62cf44018819094818f11ac653763 |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e674c3a98c8190b32dc6879cb3a5f9 |
completed | April 20, 2026, 6:47 p.m. |
Created at: April 8, 2026, 9:36 p.m.