Triple

T10787197
Position Surface form Disambiguated ID Type / Status
Subject Southern Province, Zambia E254479 entity
Predicate containsDistrict P22582 FINISHED
Object Sinazongwe District
Sinazongwe District is an administrative district in southern Zambia known for its location along the shores of Lake Kariba and its predominantly rural, agriculture-based communities.
E889072 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: Sinazongwe District | Statement: [Southern Province, Zambia, containsDistrict, Sinazongwe District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sinazongwe District
Context triple: [Southern Province, Zambia, containsDistrict, Sinazongwe District]
  • A. Zvimba District
    Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
  • B. Chimanimani District
    Chimanimani District is a rural administrative district in southeastern Zimbabwe known for its mountainous terrain, rich biodiversity, and proximity to the Mozambique border.
  • C. Marondera District
    Marondera District is an administrative district in eastern Zimbabwe centered on the town of Marondera, known for its agricultural activities and role as a regional service hub.
  • 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. Mudzi District
    Mudzi District is a rural administrative district in northeastern Zimbabwe known for its border location with Mozambique and its largely subsistence-farming communities.
  • 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: Sinazongwe District
Triple: [Southern Province, Zambia, containsDistrict, Sinazongwe District]
Generated description
Sinazongwe District is an administrative district in southern Zambia known for its location along the shores of Lake Kariba and its predominantly rural, agriculture-based communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sinazongwe District
Target entity description: Sinazongwe District is an administrative district in southern Zambia known for its location along the shores of Lake Kariba and its predominantly rural, agriculture-based communities.
  • A. Zvimba District
    Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
  • B. Chimanimani District
    Chimanimani District is a rural administrative district in southeastern Zimbabwe known for its mountainous terrain, rich biodiversity, and proximity to the Mozambique border.
  • C. Marondera District
    Marondera District is an administrative district in eastern Zimbabwe centered on the town of Marondera, known for its agricultural activities and role as a regional service hub.
  • D. Siavonga District chosen
    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. Mudzi District
    Mudzi District is a rural administrative district in northeastern Zimbabwe known for its border location with Mozambique and its largely subsistence-farming communities.
  • F. None of above.

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_69e2162f1f648190b325c7e7647b543e completed April 17, 2026, 11:14 a.m.
NEDg Description generation batch_69e21d860d288190855ffbe60df50df9 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21f09be508190a7c497a7680cb59e completed April 17, 2026, 11:52 a.m.
Created at: April 8, 2026, 9:17 p.m.