Triple
T20628126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Kampala Metropolitan Area |
E506873
|
entity |
| Predicate | planningConcept |
P14218
|
FINISHED |
| Object |
Greater Kampala Economic Development Strategy
The Greater Kampala Economic Development Strategy is a regional framework guiding inclusive, sustainable economic growth and urban development for the Greater Kampala Metropolitan Area.
|
E1440954
|
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: Greater Kampala Economic Development Strategy | Statement: [Greater Kampala Metropolitan Area, planningConcept, Greater Kampala Economic Development Strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Kampala Economic Development Strategy Context triple: [Greater Kampala Metropolitan Area, planningConcept, Greater Kampala Economic Development Strategy]
-
A.
Greater Kampala Metropolitan Area
The Greater Kampala Metropolitan Area is the large urban and peri-urban region centered on Uganda’s capital, Kampala, encompassing surrounding rapidly growing towns and districts.
-
B.
Kampala Capital City Authority
Kampala Capital City Authority is the administrative body responsible for managing and overseeing the governance, infrastructure, and development of Uganda’s capital city, Kampala.
-
C.
National Planning Authority of Uganda
The National Planning Authority of Uganda is a government agency responsible for formulating long-term national development plans and guiding the country’s socio-economic planning and policy frameworks.
-
D.
Nairobi Metropolitan Region
Nairobi Metropolitan Region is the expansive urban and economic area centered on Kenya’s capital, Nairobi, encompassing the city and its surrounding counties and towns.
-
E.
Kampala District
Kampala District is the central administrative and urban district of Uganda that encompasses the nation’s capital city, Kampala.
- 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: Greater Kampala Economic Development Strategy Triple: [Greater Kampala Metropolitan Area, planningConcept, Greater Kampala Economic Development Strategy]
Generated description
The Greater Kampala Economic Development Strategy is a regional framework guiding inclusive, sustainable economic growth and urban development for the Greater Kampala Metropolitan Area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greater Kampala Economic Development Strategy Target entity description: The Greater Kampala Economic Development Strategy is a regional framework guiding inclusive, sustainable economic growth and urban development for the Greater Kampala Metropolitan Area.
-
A.
Greater Kampala Metropolitan Area
The Greater Kampala Metropolitan Area is the large urban and peri-urban region centered on Uganda’s capital, Kampala, encompassing surrounding rapidly growing towns and districts.
-
B.
Kampala Capital City Authority
Kampala Capital City Authority is the administrative body responsible for managing and overseeing the governance, infrastructure, and development of Uganda’s capital city, Kampala.
-
C.
National Planning Authority of Uganda
The National Planning Authority of Uganda is a government agency responsible for formulating long-term national development plans and guiding the country’s socio-economic planning and policy frameworks.
-
D.
Nairobi Metropolitan Region
Nairobi Metropolitan Region is the expansive urban and economic area centered on Kenya’s capital, Nairobi, encompassing the city and its surrounding counties and towns.
-
E.
Kampala District
Kampala District is the central administrative and urban district of Uganda that encompasses the nation’s capital city, Kampala.
- 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_69e0b4bd4a0081908d4e97a590a33fb2 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6abe645888190b639ebedc5b3041a |
completed | April 20, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bb1fbaa48190a9299f137e3b3a62 |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bbede37481909b842e99d4b29ed4 |
completed | May 16, 2026, 6:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bc6cc7a48190b6faba13514ec391 |
completed | May 16, 2026, 6:50 p.m. |
Created at: April 16, 2026, 11:42 a.m.