Triple

T10787193
Position Surface form Disambiguated ID Type / Status
Subject Southern Province, Zambia E254479 entity
Predicate containsDistrict P22582 FINISHED
Object 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.
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: Siavonga District | Statement: [Southern Province, Zambia, containsDistrict, Siavonga District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Siavonga District
Context triple: [Southern Province, Zambia, containsDistrict, Siavonga 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. 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. 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.
  • D. Lwengo District
    Lwengo District is a rural administrative district in southern Uganda known for agriculture and livestock farming.
  • E. Kasulu District
    Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
  • 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: Siavonga District
Triple: [Southern Province, Zambia, containsDistrict, Siavonga District]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Siavonga District
Target entity description: 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.
  • 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. 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. 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.
  • D. Lwengo District
    Lwengo District is a rural administrative district in southern Uganda known for agriculture and livestock farming.
  • E. Kasulu District
    Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
  • 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_69deb0c85d288190b13b1bc66921332c completed April 14, 2026, 9:25 p.m.
NEDg Description generation batch_69dec2534728819095b3693120772da9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec79b1b548190a74312284f98551c completed April 14, 2026, 11:02 p.m.
Created at: April 8, 2026, 9:17 p.m.