Triple
T10787194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Province, Zambia |
E254479
|
entity |
| Predicate | containsDistrict |
P22582
|
FINISHED |
| Object |
Gwembe District
Gwembe District is an administrative district in southern Zambia known for its rural communities along the Zambezi Valley and proximity to Lake Kariba.
|
E890810
|
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: Gwembe District | Statement: [Southern Province, Zambia, containsDistrict, Gwembe District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwembe District Context triple: [Southern Province, Zambia, containsDistrict, Gwembe District]
-
A.
Nsimbo District
Nsimbo District is an administrative district in western Tanzania, located in Katavi Region and known for its largely rural character and proximity to protected wildlife areas.
-
B.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
-
C.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
-
D.
Mazabuka District
Mazabuka District is an administrative district in southern Zambia known for its sugarcane production and centered around the town of Mazabuka.
-
E.
Mpulungu District
Mpulungu District is an administrative district in Zambia’s Northern Province, known for encompassing the lakeside town and port of Mpulungu on the shores of Lake Tanganyika.
- 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: Gwembe District Triple: [Southern Province, Zambia, containsDistrict, Gwembe District]
Generated description
Gwembe District is an administrative district in southern Zambia known for its rural communities along the Zambezi Valley and proximity to Lake Kariba.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwembe District Target entity description: Gwembe District is an administrative district in southern Zambia known for its rural communities along the Zambezi Valley and proximity to Lake Kariba.
-
A.
Nsimbo District
Nsimbo District is an administrative district in western Tanzania, located in Katavi Region and known for its largely rural character and proximity to protected wildlife areas.
-
B.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
-
C.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
-
D.
Mazabuka District
Mazabuka District is an administrative district in southern Zambia known for its sugarcane production and centered around the town of Mazabuka.
-
E.
Mpulungu District
Mpulungu District is an administrative district in Zambia’s Northern Province, known for encompassing the lakeside town and port of Mpulungu on the shores of Lake Tanganyika.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732d5422481908d7ab833c6cbc879 |
completed | April 9, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7b050ec8190b75877d5724c2aec |
completed | April 15, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69e0026e7900819087327db5f625169c |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e0057a7704819096becb74dc261883 |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:17 p.m.