Triple

T3736901
Position Surface form Disambiguated ID Type / Status
Subject Chadians E79606 entity
Predicate ethnicGroup P194 FINISHED
Object Maba people
The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
E445454 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: Maba people | Statement: [Chadians, ethnicGroup, Maba people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maba people
Context triple: [Chadians, ethnicGroup, Maba 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. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • E. Ambundu people
    The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • 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: Maba people
Triple: [Chadians, ethnicGroup, Maba people]
Generated description
The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maba people
Target entity description: The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
  • 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. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • E. Ambundu people
    The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb3d32b081909a993a78b0869db8 completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69badb12b7488190bcd0be87b6278876 completed March 18, 2026, 5:04 p.m.
NEDg Description generation batch_69bb150a7ddc819099c60c3a55fd501a completed March 18, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69bb161656208190bbb99a48d6929fa2 completed March 18, 2026, 9:16 p.m.
Created at: March 8, 2026, 3:34 p.m.