Triple
T1411660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lusaka |
E31817
|
entity |
| Predicate | hasLegislativeBody |
P239
|
FINISHED |
| Object |
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.
|
E161695
|
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: Lusaka City Council | Statement: [Lusaka, hasLegislativeBody, Lusaka City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lusaka City Council Context triple: [Lusaka, hasLegislativeBody, Lusaka City Council]
-
A.
Lusaka, Zambia
Lusaka, Zambia is the capital and largest city of Zambia, serving as the country’s political, economic, and cultural center.
-
B.
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.
-
C.
Harare City Council
Harare City Council is the municipal authority responsible for local governance, services, and administration in Zimbabwe’s capital city, Harare.
-
D.
Mutare City Council
Mutare City Council is the local municipal authority responsible for administering and providing public services in the city of Mutare, Zimbabwe.
-
E.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
- 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: Lusaka City Council Triple: [Lusaka, hasLegislativeBody, Lusaka City Council]
Generated description
Lusaka City Council is the local government authority responsible for municipal administration, services, and urban governance in Zambia’s capital city, Lusaka.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lusaka City Council Target entity description: Lusaka City Council is the local government authority responsible for municipal administration, services, and urban governance in Zambia’s capital city, Lusaka.
-
A.
Lusaka, Zambia
Lusaka, Zambia is the capital and largest city of Zambia, serving as the country’s political, economic, and cultural center.
-
B.
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.
-
C.
Harare City Council
Harare City Council is the municipal authority responsible for local governance, services, and administration in Zimbabwe’s capital city, Harare.
-
D.
Mutare City Council
Mutare City Council is the local municipal authority responsible for administering and providing public services in the city of Mutare, Zimbabwe.
-
E.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
- 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e1da988190bc7c187e193539b6 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace57be14881908d469d2b5333d6d5 |
completed | March 8, 2026, 2:57 a.m. |
| NEDg | Description generation | batch_69ace61c6f348190bba7717b1bd7f24a |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace6eeb99081908ac23a6c71faeae6 |
completed | March 8, 2026, 3:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.