Triple

T17364130
Position Surface form Disambiguated ID Type / Status
Subject Southwest Region of Cameroon E422142 entity
Predicate containsEthnicGroup P1898 FINISHED
Object Bayang people
The Bayang people are an ethnic group of southwestern Cameroon known for their distinct language, rich oral traditions, and agrarian lifestyle.
E1368097 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: Bayang people | Statement: [Southwest Region of Cameroon, containsEthnicGroup, Bayang people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bayang people
Context triple: [Southwest Region of Cameroon, containsEthnicGroup, Bayang people]
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. Tungag people
    The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
  • C. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • D. Adang people
    The Adang people are an indigenous ethnic group of the Alor archipelago in eastern Indonesia, known for their distinct Papuan language and traditional subsistence practices.
  • E. Buhid people
    The Buhid people are an indigenous Mangyan group of Mindoro in the Philippines, known for their distinct Austronesian language and traditional script.
  • 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: Bayang people
Triple: [Southwest Region of Cameroon, containsEthnicGroup, Bayang people]
Generated description
The Bayang people are an ethnic group of southwestern Cameroon known for their distinct language, rich oral traditions, and agrarian lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bayang people
Target entity description: The Bayang people are an ethnic group of southwestern Cameroon known for their distinct language, rich oral traditions, and agrarian lifestyle.
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. Tungag people
    The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
  • C. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • D. Adang people
    The Adang people are an indigenous ethnic group of the Alor archipelago in eastern Indonesia, known for their distinct Papuan language and traditional subsistence practices.
  • E. Buhid people
    The Buhid people are an indigenous Mangyan group of Mindoro in the Philippines, known for their distinct Austronesian language and traditional script.
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a4f52988190847230e119a35b87 completed April 19, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e5577d08190875d8a408ca80e51 completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070f388fb88190ba66f6b61db40d92 completed May 15, 2026, 12:19 p.m.
NED2 Entity disambiguation (via description) batch_6a071018f61881908ace460b83dac186 completed May 15, 2026, 12:22 p.m.
Created at: April 10, 2026, 5:44 a.m.