Triple

T1187850
Position Surface form Disambiguated ID Type / Status
Subject Southern Bantu E25286 entity
Predicate hasSubgroup P747 FINISHED
Object Makua group
The Makua group is a cluster of closely related Bantu-speaking ethnic communities primarily inhabiting northern Mozambique and parts of neighboring countries in southeastern Africa.
E138355 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 group | Statement: [Southern Bantu, hasSubgroup, Makua group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Makua group
Context triple: [Southern Bantu, hasSubgroup, Makua group]
  • A. 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.
  • B. Sukuma people
    The Sukuma people are the largest ethnic group in Tanzania, traditionally agro-pastoralists known for their rich dance, music, and cultural heritage centered around the Lake Victoria region.
  • C. Jukun people
    The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
  • D. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • E. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • 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 group
Triple: [Southern Bantu, hasSubgroup, Makua group]
Generated description
The Makua group is a cluster of closely related Bantu-speaking ethnic communities primarily inhabiting northern Mozambique and parts of neighboring countries in southeastern Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Makua group
Target entity description: The Makua group is a cluster of closely related Bantu-speaking ethnic communities primarily inhabiting northern Mozambique and parts of neighboring countries in southeastern Africa.
  • A. 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.
  • B. Sukuma people
    The Sukuma people are the largest ethnic group in Tanzania, traditionally agro-pastoralists known for their rich dance, music, and cultural heritage centered around the Lake Victoria region.
  • C. Jukun people
    The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
  • D. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • E. Ngäbe people
    The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • 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_69a49427d98881908646d6c63b8cea1e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd568cf481908d10cf19a3ce28f3 completed March 1, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f36371c8190a656463a9ae6402a completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7f9a55dc819098204d53aac70ef3 completed March 7, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac80c3c6b08190a99119f5661c0157 completed March 7, 2026, 7:47 p.m.
Created at: March 1, 2026, 7:45 p.m.