Triple

T11575228
Position Surface form Disambiguated ID Type / Status
Subject Mbum languages E274485 entity
Predicate areSpokenBy P2181 FINISHED
Object Mbum peoples
The Mbum peoples are an ethnic group of Central Africa, primarily in Cameroon and neighboring countries, known for their distinct cultural traditions and related Mbum languages.
E934395 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: Mbum peoples | Statement: [Mbum languages, areSpokenBy, Mbum peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mbum peoples
Context triple: [Mbum languages, areSpokenBy, Mbum peoples]
  • A. Nukuoro people
    The Nukuoro people are a Polynesian community native to the remote atoll of Nukuoro in the Federated States of Micronesia, known for their distinct language, seafaring traditions, and rich carving and artistic heritage.
  • B. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • C. Duri people
    The Duri people are an ethnic group from South Sulawesi, Indonesia, known for their distinct Austronesian language and local cultural traditions.
  • D. 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.
  • E. Savu people
    The Savu people are an indigenous ethnic group of Indonesia known for their distinct language, weaving traditions, and ancestral rituals centered on the small islands of Savu and Raijua.
  • 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: Mbum peoples
Triple: [Mbum languages, areSpokenBy, Mbum peoples]
Generated description
The Mbum peoples are an ethnic group of Central Africa, primarily in Cameroon and neighboring countries, known for their distinct cultural traditions and related Mbum languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mbum peoples
Target entity description: The Mbum peoples are an ethnic group of Central Africa, primarily in Cameroon and neighboring countries, known for their distinct cultural traditions and related Mbum languages.
  • A. Nukuoro people
    The Nukuoro people are a Polynesian community native to the remote atoll of Nukuoro in the Federated States of Micronesia, known for their distinct language, seafaring traditions, and rich carving and artistic heritage.
  • B. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • C. Duri people
    The Duri people are an ethnic group from South Sulawesi, Indonesia, known for their distinct Austronesian language and local cultural traditions.
  • D. 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.
  • E. Savu people
    The Savu people are an indigenous ethnic group of Indonesia known for their distinct language, weaving traditions, and ancestral rituals centered on the small islands of Savu and Raijua.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.