Triple

T21284203
Position Surface form Disambiguated ID Type / Status
Subject Maputo Province E524609 entity
Predicate hasDistrict P459 FINISHED
Object Moamba District
Moamba District is an administrative district located in Maputo Province in southern Mozambique, known for its rural communities and proximity to the capital city, Maputo.
 E1476892 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: Moamba District | Statement: [Maputo Province, hasDistrict, Moamba District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Moamba District
Context triple: [Maputo Province, hasDistrict, Moamba District]
  • A. Mberengwa District
    Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
  • B. Nyamagana District
    Nyamagana District is an urban administrative district that includes much of the city of Mwanza, a major commercial and port center on the southern shores of Lake Victoria in northern Tanzania.
  • C. Likoma District
    Likoma District is an administrative district of Malawi encompassing Likoma Island and surrounding areas in Lake Malawi.
  • D. Bukomansimbi District
    Bukomansimbi District is a rural administrative district in southern Uganda known for small-scale agriculture and its location within the country’s Central Region.
  • 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: Moamba District
Triple: [Maputo Province, hasDistrict, Moamba District]
Generated description
Moamba District is an administrative district located in Maputo Province in southern Mozambique, known for its rural communities and proximity to the capital city, Maputo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Moamba District
Target entity description: Moamba District is an administrative district located in Maputo Province in southern Mozambique, known for its rural communities and proximity to the capital city, Maputo.
  • A. Mberengwa District
    Mberengwa District is a rural administrative district in Zimbabwe’s Midlands Province, known for its scattered villages, mining activities, and subsistence agriculture.
  • B. Nyamagana District
    Nyamagana District is an urban administrative district that includes much of the city of Mwanza, a major commercial and port center on the southern shores of Lake Victoria in northern Tanzania.
  • C. Likoma District
    Likoma District is an administrative district of Malawi encompassing Likoma Island and surrounding areas in Lake Malawi.
  • D. Bukomansimbi District
    Bukomansimbi District is a rural administrative district in southern Uganda known for small-scale agriculture and its location within the country’s Central Region.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d4e7f881909c2cc7936a66b79d completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099ecab1148190859980fe62cde225 completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a099f186d7c81908f00a2b44d76b088 completed May 17, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_6a099f7f27b88190a68c239bc44c8f43 completed May 17, 2026, 10:59 a.m.
Created at: April 16, 2026, 4:03 p.m.