Triple

T4802484
Position Surface form Disambiguated ID Type / Status
Subject Adamawa Region E106866 entity
Predicate ethnicGroup P194 FINISHED
Object Mbum
The Mbum are an ethnic group of Central Africa, primarily inhabiting parts of Cameroon’s Adamawa Region and neighboring areas, known for their distinct languages and cultural traditions.
 E468664 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 | Statement: [Adamawa Region, ethnicGroup, Mbum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mbum
Context triple: [Adamawa Region, ethnicGroup, Mbum]
  • A. Buduma
    The Buduma are an indigenous ethnic group living on the islands and shores of Lake Chad, traditionally known as fishermen, cattle herders, and boat builders.
  • B. Mumuye
    The Mumuye are an indigenous ethnic group of northeastern Nigeria known for their distinct language and rich artistic traditions, particularly their stylized wooden sculptures.
  • C. Blaan
    The Blaan are an indigenous ethnolinguistic group in southern Mindanao in the Philippines, known for their rich weaving traditions, brasswork, and distinct cultural practices.
  • D. Nabouwalu
    Nabouwalu is a small coastal town in Fiji that serves as a key ferry and transport hub linking the island of Vanua Levu with Viti Levu.
  • E. Bagana
    Bagana is an active stratovolcano on Bougainville Island in Papua New Guinea, known for its frequent eruptions and extensive lava flows.
  • 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
Triple: [Adamawa Region, ethnicGroup, Mbum]
Generated description
The Mbum are an ethnic group of Central Africa, primarily inhabiting parts of Cameroon’s Adamawa Region and neighboring areas, known for their distinct languages and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mbum
Target entity description: The Mbum are an ethnic group of Central Africa, primarily inhabiting parts of Cameroon’s Adamawa Region and neighboring areas, known for their distinct languages and cultural traditions.
  • A. Buduma
    The Buduma are an indigenous ethnic group living on the islands and shores of Lake Chad, traditionally known as fishermen, cattle herders, and boat builders.
  • B. Mumuye
    The Mumuye are an indigenous ethnic group of northeastern Nigeria known for their distinct language and rich artistic traditions, particularly their stylized wooden sculptures.
  • C. Blaan
    The Blaan are an indigenous ethnolinguistic group in southern Mindanao in the Philippines, known for their rich weaving traditions, brasswork, and distinct cultural practices.
  • D. Nabouwalu
    Nabouwalu is a small coastal town in Fiji that serves as a key ferry and transport hub linking the island of Vanua Levu with Viti Levu.
  • E. Bagana
    Bagana is an active stratovolcano on Bougainville Island in Papua New Guinea, known for its frequent eruptions and extensive lava flows.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c42113081908824f3608e65cbff completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4400103c8190a5417fe75fb50f81 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be44a60c2c8190b47efae80379b21e completed March 21, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69be4530fe5c8190aa976151cdd5bc7a completed March 21, 2026, 7:13 a.m.
Created at: March 20, 2026, 1:23 p.m.