Triple
T8586476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Works and Transport (Uganda) |
E203317
|
entity |
| Predicate | headedBy |
P981
|
FINISHED |
| Object |
Minister of Works and Transport (Uganda)
The Minister of Works and Transport (Uganda) is the cabinet official responsible for national policy, oversight, and strategic direction of Uganda’s public infrastructure, transport systems, and related services.
|
E746131
|
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 Works and Transport (Uganda) | Statement: [Ministry of Works and Transport (Uganda), headedBy, Minister of Works and Transport (Uganda)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister of Works and Transport (Uganda) Context triple: [Ministry of Works and Transport (Uganda), headedBy, Minister of Works and Transport (Uganda)]
-
A.
Ministry of Works and Transport (Uganda)
The Ministry of Works and Transport (Uganda) is the national government body responsible for developing, managing, and regulating the country’s transport infrastructure and public works.
-
B.
Ministry of Energy and Mineral Development (Uganda)
The Ministry of Energy and Mineral Development (Uganda) is the national government body responsible for formulating and implementing policies on energy, minerals, and petroleum resources in Uganda.
-
C.
Cabinet of Uganda
The Cabinet of Uganda is the central decision-making body of the country's executive branch, composed of the president, vice president, and appointed ministers who oversee government policy and administration.
-
D.
Government of Uganda
The Government of Uganda is the central governing authority of the Republic of Uganda, responsible for national administration, policymaking, and international representation.
-
E.
Ministry of Finance, Planning and Economic Development (Uganda)
The Ministry of Finance, Planning and Economic Development (Uganda) is the central government body responsible for managing the country’s public finances, economic policy, and development planning.
- 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 Works and Transport (Uganda) Triple: [Ministry of Works and Transport (Uganda), headedBy, Minister of Works and Transport (Uganda)]
Generated description
The Minister of Works and Transport (Uganda) is the cabinet official responsible for national policy, oversight, and strategic direction of Uganda’s public infrastructure, transport systems, and related services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Minister of Works and Transport (Uganda) Target entity description: The Minister of Works and Transport (Uganda) is the cabinet official responsible for national policy, oversight, and strategic direction of Uganda’s public infrastructure, transport systems, and related services.
-
A.
Ministry of Works and Transport (Uganda)
The Ministry of Works and Transport (Uganda) is the national government body responsible for developing, managing, and regulating the country’s transport infrastructure and public works.
-
B.
Ministers of State of Uganda
Ministers of State of Uganda are junior government officials who assist full cabinet ministers in managing specific portfolios and implementing government policies within the Ugandan executive branch.
-
C.
Ministry of Internal Affairs (Uganda)
The Ministry of Internal Affairs (Uganda) is a government ministry responsible for internal security, immigration, citizenship, and the regulation of law and order within Uganda.
-
D.
Ministry of Energy and Mineral Development (Uganda)
The Ministry of Energy and Mineral Development (Uganda) is the national government body responsible for formulating and implementing policies on energy, minerals, and petroleum resources in Uganda.
-
E.
Cabinet of Uganda
The Cabinet of Uganda is the central decision-making body of the country's executive branch, composed of the president, vice president, and appointed ministers who oversee government policy and administration.
- 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_69ca8329bb7c8190a63c643730839103 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc457be9b88190bd9a2fc32350c31e |
completed | March 31, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea8a51db0819097ec0f70bee31539 |
completed | April 2, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69cea996a5c48190a12ffe8e282d2d9c |
completed | April 2, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceadb2d52c8190aada1d797753663e |
completed | April 2, 2026, 5:56 p.m. |
Created at: March 30, 2026, 6:22 p.m.