Triple

T16221800
Position Surface form Disambiguated ID Type / Status
Subject Manguissa language E393744 entity
Predicate spokenBy P2181 FINISHED
Object Manguissa people
The Manguissa people are an ethnic group of Cameroon known for their distinct cultural traditions and use of the Manguissa language.
E1563742 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: Manguissa people | Statement: [Manguissa language, spokenBy, Manguissa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manguissa people
Context triple: [Manguissa language, spokenBy, Manguissa people]
  • A. Ngbandi people
    The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
  • B. Maba people
    The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
  • C. Banaban people
    The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
  • D. Maninka people
    The Maninka people are a Mande-speaking ethnic group of West Africa, primarily in Guinea, Mali, and neighboring countries, known for their rich musical traditions, historic role in the Mali Empire, and influential Islamic scholarship.
  • E. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced 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: Manguissa people
Triple: [Manguissa language, spokenBy, Manguissa people]
Generated description
The Manguissa people are an ethnic group of Cameroon known for their distinct cultural traditions and use of the Manguissa language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manguissa people
Target entity description: The Manguissa people are an ethnic group of Cameroon known for their distinct cultural traditions and use of the Manguissa language.
  • A. Ngbandi people
    The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
  • B. Maba people
    The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
  • C. Banaban people
    The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
  • D. Maninka people
    The Maninka people are a Mande-speaking ethnic group of West Africa, primarily in Guinea, Mali, and neighboring countries, known for their rich musical traditions, historic role in the Mali Empire, and influential Islamic scholarship.
  • E. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e227fcf058819099d5ff965cc2c267 completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc9fb986081909c57065725c4b05d completed May 19, 2026, 2:24 a.m.
NEDg Description generation batch_6a0bcb4762dc8190aaf9d245309db7a2 completed May 19, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcbd766e88190a76a8086fe7fe93b completed May 19, 2026, 2:32 a.m.
Created at: April 10, 2026, 5:03 a.m.