Triple

T14243670
Position Surface form Disambiguated ID Type / Status
Subject Cabo Delgado Province E353074 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Mwani people
The Mwani people are a coastal Swahili-speaking ethnic group of northern Mozambique, traditionally engaged in fishing and maritime trade along the Indian Ocean.
 E1375746 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: Mwani people | Statement: [Cabo Delgado Province, hasEthnicGroup, Mwani people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mwani people
Context triple: [Cabo Delgado Province, hasEthnicGroup, Mwani people]
  • A. Muna people
    The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
  • B. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • C. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • D. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • E. Madi people
    The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
  • 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: Mwani people
Triple: [Cabo Delgado Province, hasEthnicGroup, Mwani people]
Generated description
The Mwani people are a coastal Swahili-speaking ethnic group of northern Mozambique, traditionally engaged in fishing and maritime trade along the Indian Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mwani people
Target entity description: The Mwani people are a coastal Swahili-speaking ethnic group of northern Mozambique, traditionally engaged in fishing and maritime trade along the Indian Ocean.
  • A. Muna people
    The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
  • B. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • C. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • D. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • E. Madi people
    The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6245d6a481909ef665748cd4d64c completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733b28b808190a06ec86a6e2adb83 completed May 15, 2026, 2:54 p.m.
NEDg Description generation batch_6a073623e5a08190a5a7398ee9bc56b2 completed May 15, 2026, 3:05 p.m.
NED2 Entity disambiguation (via description) batch_6a073712f4048190831dddd875e82324 completed May 15, 2026, 3:09 p.m.
Created at: April 10, 2026, 1:08 a.m.