Triple
T7152204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lilongwe |
E166716
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Lilongwe City Council
Lilongwe City Council is the local government authority responsible for municipal administration, services, and urban development in Malawi’s capital city, Lilongwe.
|
E646083
|
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: Lilongwe City Council | Statement: [Lilongwe, governingBody, Lilongwe City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lilongwe City Council Context triple: [Lilongwe, governingBody, Lilongwe City Council]
-
A.
Lusaka City Council
Lusaka City Council is the local government authority responsible for municipal administration, services, and urban governance in Zambia’s capital city, Lusaka.
-
B.
Lilongwe
Lilongwe is the largest city and administrative and political center of Malawi, located in the country’s central region.
-
C.
Lusaka District
Lusaka District is an administrative district in Zambia that encompasses the nation’s capital city, Lusaka, and serves as a key political and economic hub of the country.
-
D.
Bulawayo City Council
Bulawayo City Council is the local government authority responsible for administering municipal services, infrastructure, and development in Zimbabwe’s second-largest city, Bulawayo.
-
E.
Chongwe District
Chongwe District is an administrative district in Zambia’s Lusaka Province, located east of the capital and serving as a key transit area along the route toward the country’s eastern regions.
- 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: Lilongwe City Council Triple: [Lilongwe, governingBody, Lilongwe City Council]
Generated description
Lilongwe City Council is the local government authority responsible for municipal administration, services, and urban development in Malawi’s capital city, Lilongwe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lilongwe City Council Target entity description: Lilongwe City Council is the local government authority responsible for municipal administration, services, and urban development in Malawi’s capital city, Lilongwe.
-
A.
Lusaka City Council
Lusaka City Council is the local government authority responsible for municipal administration, services, and urban governance in Zambia’s capital city, Lusaka.
-
B.
Lilongwe
Lilongwe is the largest city and administrative and political center of Malawi, located in the country’s central region.
-
C.
Lusaka District
Lusaka District is an administrative district in Zambia that encompasses the nation’s capital city, Lusaka, and serves as a key political and economic hub of the country.
-
D.
Bulawayo City Council
Bulawayo City Council is the local government authority responsible for administering municipal services, infrastructure, and development in Zimbabwe’s second-largest city, Bulawayo.
-
E.
Chongwe District
Chongwe District is an administrative district in Zambia’s Lusaka Province, located east of the capital and serving as a key transit area along the route toward the country’s eastern regions.
- 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_69c68886779c8190a8e3fbabffe68253 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7f3e4a88190a3110f2368262528 |
completed | March 27, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adad45208190a8e09173a4d26591 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7aeb1c59c8190b02fcb731003ad31 |
completed | March 28, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af2ad8a081909185cfd3a3d4e4d0 |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:46 p.m.