Triple

T16890261
Position Surface form Disambiguated ID Type / Status
Subject Mashonaland Central Province E424150 entity
Predicate hasDistrict P459 FINISHED
Object Shamva District
Shamva District is an administrative district in northern Zimbabwe, located within Mashonaland Central Province and known historically for its gold mining activities.
 E1251054 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: Shamva District | Statement: [Mashonaland Central Province, hasDistrict, Shamva District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shamva District
Context triple: [Mashonaland Central Province, hasDistrict, Shamva District]
  • A. Namisindwa District
    Namisindwa District is a rural administrative district in eastern Uganda, located along the country’s border with Kenya.
  • B. Mazabuka District
    Mazabuka District is an administrative district in southern Zambia known for its sugarcane production and centered around the town of Mazabuka.
  • C. Namwala District
    Namwala District is an administrative district in Zambia known for its predominantly Ila-speaking cattle-herding communities and location along the Kafue River floodplains.
  • D. Siavonga District
    Siavonga District is an administrative district in southern Zambia known for its location along Lake Kariba and its role in fishing, tourism, and cross-border trade with Zimbabwe.
  • E. Manafwa District
    Manafwa District is an administrative district in eastern Uganda known for its predominantly rural communities and agriculture-based economy.
  • 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: Shamva District
Triple: [Mashonaland Central Province, hasDistrict, Shamva District]
Generated description
Shamva District is an administrative district in northern Zimbabwe, located within Mashonaland Central Province and known historically for its gold mining activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shamva District
Target entity description: Shamva District is an administrative district in northern Zimbabwe, located within Mashonaland Central Province and known historically for its gold mining activities.
  • A. Namisindwa District
    Namisindwa District is a rural administrative district in eastern Uganda, located along the country’s border with Kenya.
  • B. Mazabuka District
    Mazabuka District is an administrative district in southern Zambia known for its sugarcane production and centered around the town of Mazabuka.
  • C. Namwala District
    Namwala District is an administrative district in Zambia known for its predominantly Ila-speaking cattle-herding communities and location along the Kafue River floodplains.
  • D. Siavonga District
    Siavonga District is an administrative district in southern Zambia known for its location along Lake Kariba and its role in fishing, tourism, and cross-border trade with Zimbabwe.
  • E. Manafwa District
    Manafwa District is an administrative district in eastern Uganda known for its predominantly rural communities and agriculture-based economy.
  • 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_69d889da3e8c8190a2b118f383f0beac completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3bbc473d4819090cfea374ef5ca49 completed April 18, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139e8e5648190bf46245fad7efd77 completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013a9e70c8819081b11ad8db246223 completed May 11, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a013b6824888190853cf36548507e1b completed May 11, 2026, 2:14 a.m.
Created at: April 10, 2026, 5:29 a.m.