Triple

T14148848
Position Surface form Disambiguated ID Type / Status
Subject Maputo City Hall E350621 entity
Predicate locatedInTheAdministrativeTerritorialEntity P40 FINISHED
Object KaMpfumu District
KaMpfumu District is a central urban district of Maputo, Mozambique, encompassing part of the city’s historic and administrative core.
E1126395 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: KaMpfumu District | Statement: [Maputo City Hall, locatedInTheAdministrativeTerritorialEntity, KaMpfumu District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KaMpfumu District
Context triple: [Maputo City Hall, locatedInTheAdministrativeTerritorialEntity, KaMpfumu District]
  • A. 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.
  • 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. 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.
  • D. Mazabuka District
    Mazabuka District is an administrative district in southern Zambia known for its sugarcane production and centered around the town of Mazabuka.
  • E. 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.
  • 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: KaMpfumu District
Triple: [Maputo City Hall, locatedInTheAdministrativeTerritorialEntity, KaMpfumu District]
Generated description
KaMpfumu District is a central urban district of Maputo, Mozambique, encompassing part of the city’s historic and administrative core.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KaMpfumu District
Target entity description: KaMpfumu District is a central urban district of Maputo, Mozambique, encompassing part of the city’s historic and administrative core.
  • A. 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.
  • 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. 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.
  • D. Mazabuka District
    Mazabuka District is an administrative district in southern Zambia known for its sugarcane production and centered around the town of Mazabuka.
  • E. 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.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61237ef481909374c1f68a2370b7 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe729a48288190bf24503af6522677 completed May 8, 2026, 11:32 p.m.
NEDg Description generation batch_69fe73b306348190b0bf6b1ecace239a completed May 8, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69fe74b4dcc4819084e7f1c055fc559f completed May 8, 2026, 11:41 p.m.
Created at: April 10, 2026, 12:55 a.m.