Triple

T7723927
Position Surface form Disambiguated ID Type / Status
Subject Mpulungu E175081 entity
Predicate partOf P40 FINISHED
Object 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.
 E687425 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: Mpulungu District | Statement: [Mpulungu, partOf, Mpulungu District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mpulungu District
Context triple: [Mpulungu, partOf, Mpulungu District]
  • A. 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.
  • 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. 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.
  • D. Mwenezi District
    Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
  • 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: Mpulungu District
Triple: [Mpulungu, partOf, Mpulungu District]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mpulungu District
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • D. Mwenezi District
    Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
  • 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_69c6995d541c81909eaa646b1a8369a9 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702f39fa48190b7b8a09446b5cf78 completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8c7beffc48190b39048b6afc1d644 completed March 29, 2026, 6:33 a.m.
NEDg Description generation batch_69c8c8698a388190a47d6636fe5d2bb4 completed March 29, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_69c8c8f3873481908ef6efb2e39272db completed March 29, 2026, 6:38 a.m.
Created at: March 27, 2026, 4:05 p.m.