Triple

T10400671
Position Surface form Disambiguated ID Type / Status
Subject Ngounié Province E245136 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Massango people
The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
E915757 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: Massango people | Statement: [Ngounié Province, hasEthnicGroup, Massango people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massango people
Context triple: [Ngounié Province, hasEthnicGroup, Massango people]
  • A. Ovimbundu people
    The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
  • B. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • C. Ambundu people
    The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • D. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • E. Ndengereko people
    The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
  • 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: Massango people
Triple: [Ngounié Province, hasEthnicGroup, Massango people]
Generated description
The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massango people
Target entity description: The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
  • A. Ovimbundu people
    The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
  • B. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • C. Ambundu people
    The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • D. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • E. Ndengereko people
    The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e2f11c8190b30695cba2975544 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e4f31e3d5c8190a044eaf67ebc9f08 completed April 19, 2026, 3:22 p.m.
NEDg Description generation batch_69e4f7dbfafc8190afa1e9fe67f1296e completed April 19, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff4645948190a2bfcc3a4efd8e2a completed April 19, 2026, 4:13 p.m.
Created at: April 6, 2026, 12:07 p.m.