Triple

T14047860
Position Surface form Disambiguated ID Type / Status
Subject Sioma, Zambia E338006 entity
Predicate locatedInAdministrativeEntity P40 FINISHED
Object Sioma District
Sioma District is an administrative district in Zambia’s Western Province, known for encompassing parts of the Zambezi River and the scenic Sioma Ngwezi National Park.
 E1120395 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: Sioma District | Statement: [Sioma, Zambia, locatedInAdministrativeEntity, Sioma District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sioma District
Context triple: [Sioma, Zambia, locatedInAdministrativeEntity, Sioma District]
  • A. Kwimba District
    Kwimba District is an administrative district in northern Tanzania known for its predominantly rural communities and agriculture-based economy within the Mwanza Region.
  • B. 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.
  • C. Misungwi District
    Misungwi District is an administrative district in northern Tanzania known for its rural communities and location within the Mwanza Region near Lake Victoria.
  • D. Binga District
    Binga District is an administrative district in Zimbabwe’s Matabeleland North Province, known for its location along Lake Kariba and its predominantly Tonga population.
  • E. Manyoni District
    Manyoni District is an administrative district in central Tanzania, known for its location along major transport routes and its largely rural, semi-arid landscape.
  • 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: Sioma District
Triple: [Sioma, Zambia, locatedInAdministrativeEntity, Sioma District]
Generated description
Sioma District is an administrative district in Zambia’s Western Province, known for encompassing parts of the Zambezi River and the scenic Sioma Ngwezi National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sioma District
Target entity description: Sioma District is an administrative district in Zambia’s Western Province, known for encompassing parts of the Zambezi River and the scenic Sioma Ngwezi National Park.
  • A. Kwimba District
    Kwimba District is an administrative district in northern Tanzania known for its predominantly rural communities and agriculture-based economy within the Mwanza Region.
  • B. 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.
  • C. Misungwi District
    Misungwi District is an administrative district in northern Tanzania known for its rural communities and location within the Mwanza Region near Lake Victoria.
  • D. Binga District
    Binga District is an administrative district in Zimbabwe’s Matabeleland North Province, known for its location along Lake Kariba and its predominantly Tonga population.
  • E. Manyoni District
    Manyoni District is an administrative district in central Tanzania, known for its location along major transport routes and its largely rural, semi-arid landscape.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de3c88b5e48190b0f0149102c08992 completed April 14, 2026, 1:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe249c57bc819089baed544fb8fead completed May 8, 2026, 5:59 p.m.
NEDg Description generation batch_69fe272e37608190b7a0db34f15f28b3 completed May 8, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69fe278a3ff481909d98cd1bce8f867e completed May 8, 2026, 6:12 p.m.
Created at: April 9, 2026, 10:20 p.m.