Triple

T6640189
Position Surface form Disambiguated ID Type / Status
Subject Grassfields languages E150566 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Bali Nyonga language
The Bali Nyonga language is a Grassfields Bantu language spoken by the Bali Nyonga people of Cameroon, known for its rich oral traditions and cultural significance in the Northwest Region.
 E599033 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: Bali Nyonga language | Statement: [Grassfields languages, hasNotableLanguage, Bali Nyonga language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bali Nyonga language
Context triple: [Grassfields languages, hasNotableLanguage, Bali Nyonga language]
  • A. Baliwon language
    The Baliwon language is a lesser-known Austronesian language spoken by an indigenous community in the northern Philippines, belonging to the Philippine–Cordilleran subgroup.
  • B. Tontemboan language
    The Tontemboan language is an Austronesian language spoken by the Tontemboan people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
  • C. Bongo language
    The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
  • D. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • E. Balantak language
    The Balantak language is an Austronesian language spoken by the Balantak people of eastern Central Sulawesi, Indonesia.
  • 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: Bali Nyonga language
Triple: [Grassfields languages, hasNotableLanguage, Bali Nyonga language]
Generated description
The Bali Nyonga language is a Grassfields Bantu language spoken by the Bali Nyonga people of Cameroon, known for its rich oral traditions and cultural significance in the Northwest Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bali Nyonga language
Target entity description: The Bali Nyonga language is a Grassfields Bantu language spoken by the Bali Nyonga people of Cameroon, known for its rich oral traditions and cultural significance in the Northwest Region.
  • A. Baliwon language
    The Baliwon language is a lesser-known Austronesian language spoken by an indigenous community in the northern Philippines, belonging to the Philippine–Cordilleran subgroup.
  • B. Tontemboan language
    The Tontemboan language is an Austronesian language spoken by the Tontemboan people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
  • C. Bongo language
    The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
  • D. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • E. Balantak language
    The Balantak language is an Austronesian language spoken by the Balantak people of eastern Central Sulawesi, Indonesia.
  • 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_69c687f0ceb08190bf40807bfc605fa5 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aff42c748190b818cf55f83647cb completed March 27, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbf71874819080cc89b6740b1567 completed March 27, 2026, 6:27 p.m.
NEDg Description generation batch_69c6cd0bb0e48190ae51fde4b4631f65 completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd90b9208190b4c5bf44db073314 completed March 27, 2026, 6:33 p.m.
Created at: March 27, 2026, 2 p.m.