Triple
T7164871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lusaka Province |
E167040
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Chilanga District
Chilanga District is an administrative district in central Zambia located just south of Lusaka, known for its mix of suburban communities, agriculture, and light industry.
|
E645515
|
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: Chilanga District | Statement: [Lusaka Province, contains, Chilanga District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chilanga District Context triple: [Lusaka Province, contains, Chilanga District]
-
A.
Mlele District
Mlele District is an administrative district located within Tanzania’s Katavi Region, known for its rural communities and proximity to wildlife-rich protected areas.
-
B.
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.
-
C.
Mwenezi District
Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
-
D.
Chipata District
Chipata District is an administrative region in eastern Zambia centered on the town of Chipata, serving as a key commercial and transport hub near the border with Malawi.
-
E.
Nyimba District
Nyimba District is an administrative district in Zambia’s Eastern Province, situated along the Great East Road and known for its predominantly rural communities and agricultural activities.
- 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: Chilanga District Triple: [Lusaka Province, contains, Chilanga District]
Generated description
Chilanga District is an administrative district in central Zambia located just south of Lusaka, known for its mix of suburban communities, agriculture, and light industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chilanga District Target entity description: Chilanga District is an administrative district in central Zambia located just south of Lusaka, known for its mix of suburban communities, agriculture, and light industry.
-
A.
Mlele District
Mlele District is an administrative district located within Tanzania’s Katavi Region, known for its rural communities and proximity to wildlife-rich protected areas.
-
B.
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.
-
C.
Mwenezi District
Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
-
D.
Chipata District
Chipata District is an administrative region in eastern Zambia centered on the town of Chipata, serving as a key commercial and transport hub near the border with Malawi.
-
E.
Nyimba District
Nyimba District is an administrative district in Zambia’s Eastern Province, situated along the Great East Road and known for its predominantly rural communities and agricultural activities.
- 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_69c68888c10c819095e0383020225758 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e83168a08190937ff46797d94f3e |
completed | March 27, 2026, 8:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adcc145c8190ba65831ed891a225 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7ae9111048190b9d68932b15aeab9 |
completed | March 28, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af44076481908d770dd92ed55277 |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:47 p.m.