Triple

T6219448
Position Surface form Disambiguated ID Type / Status
Subject Makua languages E139072 entity
Predicate areSpokenBy P2181 FINISHED
Object Makua people
The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
E598142 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: Makua people | Statement: [Makua languages, areSpokenBy, Makua people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Makua people
Context triple: [Makua languages, areSpokenBy, Makua 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. Mansaka people
    The Mansaka people are an indigenous Lumad ethnic group of southeastern Mindanao in the Philippines, known for their rich oral traditions, distinctive weaving and metalwork, and upland farming practices.
  • C. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • D. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • E. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • 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: Makua people
Triple: [Makua languages, areSpokenBy, Makua people]
Generated description
The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Makua people
Target entity description: The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
  • 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. Mansaka people
    The Mansaka people are an indigenous Lumad ethnic group of southeastern Mindanao in the Philippines, known for their rich oral traditions, distinctive weaving and metalwork, and upland farming practices.
  • C. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • D. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • E. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bbb768819099402d367f124639 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c669d6ff748190b77d5a2c9cbe506b completed March 27, 2026, 11:28 a.m.
NEDg Description generation batch_69c66ba76c7881908fac8eb372efa08c completed March 27, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c66c1e32648190b4e584d144ad94ff completed March 27, 2026, 11:38 a.m.
Created at: March 22, 2026, 4:21 p.m.