Triple

T19661482
Position Surface form Disambiguated ID Type / Status
Subject East Region (Cameroon) E472090 entity
Predicate majorEthnicGroup P1898 FINISHED
Object Maka people
The Maka people are a Bantu-speaking ethnic group of southeastern Cameroon known for their forest-based livelihoods, rich oral traditions, and distinctive cultural practices.
E1388179 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: Maka people | Statement: [East Region (Cameroon), majorEthnicGroup, Maka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maka people
Context triple: [East Region (Cameroon), majorEthnicGroup, Maka people]
  • A. Makasae people
    The Makasae people are an indigenous ethnic group of eastern Timor, known for their distinct Papuan-related language and traditional agrarian, village-based culture.
  • B. Palawani people
    The Palawani people are a Muslim ethnolinguistic group of the broader Moro population in the Philippines, traditionally inhabiting parts of Palawan and maintaining distinct cultural and religious practices.
  • C. Mokilese people
    The Mokilese people are an indigenous Micronesian ethnic group native to Mokil Atoll in the Federated States of Micronesia, known for their distinct Austronesian language and seafaring traditions.
  • D. Mekeo people
    The Mekeo people are an indigenous ethnic group of Papua New Guinea known for their Austronesian language, complex social organization, and traditional agricultural and ceremonial practices.
  • E. Lani people
    The Lani people are an indigenous Papuan ethnic group of the central highlands of Western New Guinea, known for their traditional agriculture, distinctive dress, and rich ritual 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: Maka people
Triple: [East Region (Cameroon), majorEthnicGroup, Maka people]
Generated description
The Maka people are a Bantu-speaking ethnic group of southeastern Cameroon known for their forest-based livelihoods, rich oral traditions, and distinctive cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maka people
Target entity description: The Maka people are a Bantu-speaking ethnic group of southeastern Cameroon known for their forest-based livelihoods, rich oral traditions, and distinctive cultural practices.
  • A. Makasae people
    The Makasae people are an indigenous ethnic group of eastern Timor, known for their distinct Papuan-related language and traditional agrarian, village-based culture.
  • B. Palawani people
    The Palawani people are a Muslim ethnolinguistic group of the broader Moro population in the Philippines, traditionally inhabiting parts of Palawan and maintaining distinct cultural and religious practices.
  • C. Mokilese people
    The Mokilese people are an indigenous Micronesian ethnic group native to Mokil Atoll in the Federated States of Micronesia, known for their distinct Austronesian language and seafaring traditions.
  • D. Mekeo people
    The Mekeo people are an indigenous ethnic group of Papua New Guinea known for their Austronesian language, complex social organization, and traditional agricultural and ceremonial practices.
  • E. Lani people
    The Lani people are an indigenous Papuan ethnic group of the central highlands of Western New Guinea, known for their traditional agriculture, distinctive dress, and rich ritual 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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e6414a667c81909aad04a737773c7e completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077ef7a9ec8190a86623fbd0c9fe00 completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a07817a4748819081bbeff65e18d533 completed May 15, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0782a6f66881909f88781f8f6c5b8f completed May 15, 2026, 8:31 p.m.
Created at: April 10, 2026, 1:45 p.m.