Triple
T18656358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet of Zambia |
E456074
|
entity |
| Predicate | includesPosition |
P1393
|
FINISHED |
| Object |
Minister of Finance of Zambia
The Minister of Finance of Zambia is the government official responsible for formulating and overseeing the country’s fiscal policy, national budget, and overall economic and financial management.
|
E1336289
|
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: Minister of Finance of Zambia | Statement: [Cabinet of Zambia, includesPosition, Minister of Finance of Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister of Finance of Zambia Context triple: [Cabinet of Zambia, includesPosition, Minister of Finance of Zambia]
-
A.
Minister of Finance of Zimbabwe
The Minister of Finance of Zimbabwe is the government cabinet official responsible for formulating and overseeing the country’s fiscal policy, budget, and public financial management.
-
B.
Vice President of Zambia
The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
-
C.
Minister of Finance of South Africa
The Minister of Finance of South Africa is the cabinet official responsible for managing the country’s public finances, national budget, and economic policy.
-
D.
Minister for Finance of Kenya
The Minister for Finance of Kenya is the cabinet official responsible for formulating and overseeing the country’s fiscal policy, national budget, and public financial management.
-
E.
Minister of Finance of Afghanistan
The Minister of Finance of Afghanistan is the government official responsible for overseeing the country’s fiscal policy, budgeting, and financial management.
- 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: Minister of Finance of Zambia Triple: [Cabinet of Zambia, includesPosition, Minister of Finance of Zambia]
Generated description
The Minister of Finance of Zambia is the government official responsible for formulating and overseeing the country’s fiscal policy, national budget, and overall economic and financial management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minister of Finance of Zambia Target entity description: The Minister of Finance of Zambia is the government official responsible for formulating and overseeing the country’s fiscal policy, national budget, and overall economic and financial management.
-
A.
Minister of Finance of Zimbabwe
The Minister of Finance of Zimbabwe is the government cabinet official responsible for formulating and overseeing the country’s fiscal policy, budget, and public financial management.
-
B.
Vice President of Zambia
The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
-
C.
Minister of Finance of South Africa
The Minister of Finance of South Africa is the cabinet official responsible for managing the country’s public finances, national budget, and economic policy.
-
D.
Minister for Finance of Kenya
The Minister for Finance of Kenya is the cabinet official responsible for formulating and overseeing the country’s fiscal policy, national budget, and public financial management.
-
E.
Minister of Finance of Afghanistan
The Minister of Finance of Afghanistan is the government official responsible for overseeing the country’s fiscal policy, budgeting, and financial management.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55084ca3481909ff3fd9045f25dcd |
completed | April 19, 2026, 10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05172321648190bdce686bb4a2d4c2 |
completed | May 14, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a05185f550081909a284d833f992da4 |
completed | May 14, 2026, 12:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05190b081481909af7b7aec70d9646 |
completed | May 14, 2026, 12:36 a.m. |
Created at: April 10, 2026, 11:47 a.m.