Triple
T12881833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Maritime Affairs (Pakistan) |
E308113
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Ministry of Commerce (Pakistan)
The Ministry of Commerce (Pakistan) is the federal government body responsible for formulating and implementing national trade policies, regulating imports and exports, and promoting Pakistan’s commercial interests domestically and internationally.
|
E1009802
|
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 Commerce (Pakistan) | Statement: [Ministry of Maritime Affairs (Pakistan), collaboratesWith, Ministry of Commerce (Pakistan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Commerce (Pakistan) Context triple: [Ministry of Maritime Affairs (Pakistan), collaboratesWith, Ministry of Commerce (Pakistan)]
-
A.
Ministry of Finance (Pakistan)
The Ministry of Finance (Pakistan) is the federal government body responsible for managing the country’s public finances, economic policy, and budgetary affairs.
-
B.
Department of Industries and Commerce, Punjab
The Department of Industries and Commerce, Punjab is the state government agency responsible for formulating and implementing policies to promote industrial development, trade, and investment in the Indian state of Punjab.
-
C.
Ministry of Commerce and Industry (India)
The Ministry of Commerce and Industry (India) is the central government body responsible for formulating and implementing policies related to international trade, export promotion, and industrial development in India.
-
D.
Economic Coordination Committee of Pakistan
The Economic Coordination Committee of Pakistan is a key government body responsible for making high-level decisions on the country’s economic and financial policies.
-
E.
National Economic Council of Pakistan
The National Economic Council of Pakistan is a high-level constitutional body responsible for formulating and reviewing the country’s economic policies and development plans, with representation from both federal and provincial leadership.
- 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 Commerce (Pakistan) Triple: [Ministry of Maritime Affairs (Pakistan), collaboratesWith, Ministry of Commerce (Pakistan)]
Generated description
The Ministry of Commerce (Pakistan) is the federal government body responsible for formulating and implementing national trade policies, regulating imports and exports, and promoting Pakistan’s commercial interests domestically and internationally.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Commerce (Pakistan) Target entity description: The Ministry of Commerce (Pakistan) is the federal government body responsible for formulating and implementing national trade policies, regulating imports and exports, and promoting Pakistan’s commercial interests domestically and internationally.
-
A.
Ministry of Finance (Pakistan)
The Ministry of Finance (Pakistan) is the federal government body responsible for managing the country’s public finances, economic policy, and budgetary affairs.
-
B.
Department of Industries and Commerce, Punjab
The Department of Industries and Commerce, Punjab is the state government agency responsible for formulating and implementing policies to promote industrial development, trade, and investment in the Indian state of Punjab.
-
C.
Ministry of Commerce and Industry (India)
The Ministry of Commerce and Industry (India) is the central government body responsible for formulating and implementing policies related to international trade, export promotion, and industrial development in India.
-
D.
Economic Coordination Committee of Pakistan
The Economic Coordination Committee of Pakistan is a key government body responsible for making high-level decisions on the country’s economic and financial policies.
-
E.
National Economic Council of Pakistan
The National Economic Council of Pakistan is a high-level constitutional body responsible for formulating and reviewing the country’s economic policies and development plans, with representation from both federal and provincial leadership.
- 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970fd15888190baf90fc30f2a3e25 |
completed | April 10, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a55393a88190a88c9357a6db5aec |
completed | May 3, 2026, 1:30 a.m. |
| NEDg | Description generation | batch_69f6a6db731c819091b96c4ed6a50f19 |
completed | May 3, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a8a31264819082c1ce67eaa529cc |
completed | May 3, 2026, 1:45 a.m. |
Created at: April 9, 2026, 5:39 p.m.