Triple

T10247146
Position Surface form Disambiguated ID Type / Status
Subject Estuaire Province E240244 entity
Predicate hasSignificantEthnicGroup P1898 FINISHED
Object Mpongwe people
The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
 E874696 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: Mpongwe people | Statement: [Estuaire Province, hasSignificantEthnicGroup, Mpongwe people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mpongwe people
Context triple: [Estuaire Province, hasSignificantEthnicGroup, Mpongwe people]
  • A. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • B. Ngamo people
    The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
  • C. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • D. Makhuwa people
    The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
  • E. Mbanderu people
    The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
  • 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: Mpongwe people
Triple: [Estuaire Province, hasSignificantEthnicGroup, Mpongwe people]
Generated description
The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mpongwe people
Target entity description: The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
  • A. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • B. Ngamo people
    The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
  • C. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • D. Makhuwa people
    The Makhuwa people are a Bantu ethnic group primarily inhabiting northern Mozambique, known for their distinct language, matrilineal social structures, and agricultural traditions.
  • E. Mbanderu people
    The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d22e0d4c8190a6712859924e9d3d completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d95e437d4481908a722a6648b62b39 completed April 10, 2026, 8:32 p.m.
NEDg Description generation batch_69d96296e1a0819099dc7f778afe7bd7 completed April 10, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_69d9635c849c8190b5fff3d9db3b33a1 completed April 10, 2026, 8:53 p.m.
Created at: April 6, 2026, 11:27 a.m.