Triple

T6037462
Position Surface form Disambiguated ID Type / Status
Subject São Tomé E134456 entity
Predicate demographicsGroup P2263 FINISHED
Object Luso-Africans
Luso-Africans are people of mixed Portuguese and African ancestry whose culture blends Lusophone and local African traditions, particularly in former Portuguese colonies.
E403341 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: Luso-Africans | Statement: [São Tomé, demographicsGroup, Luso-Africans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luso-Africans
Context triple: [São Tomé, demographicsGroup, Luso-Africans]
  • A. Afro-Brazilians
    Afro-Brazilians are Brazilian citizens of predominantly African ancestry whose cultures, religions, and histories have profoundly shaped Brazil’s national identity.
  • B. Afro-Latin Americans
    Afro-Latin Americans are people of African descent in Latin America whose cultures blend African, Indigenous, and European influences and who have played a central role in the region’s history, music, religion, and social movements.
  • C. West Africans
    West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
  • D. Cape Verdean people
    Cape Verdean people are a West African ethnic group primarily from the island nation of Cabo Verde, known for their mixed African and European heritage and rich Creole culture.
  • E. Afro-Lucians
    Afro-Lucians are people of African descent from Saint Lucia, forming a major ethnic group with rich Creole cultural traditions in the Caribbean nation.
  • 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: Luso-Africans
Triple: [São Tomé, demographicsGroup, Luso-Africans]
Generated description
Luso-Africans are people of mixed Portuguese and African ancestry whose culture blends Lusophone and local African traditions, particularly in former Portuguese colonies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luso-Africans
Target entity description: Luso-Africans are people of mixed Portuguese and African ancestry whose culture blends Lusophone and local African traditions, particularly in former Portuguese colonies.
  • A. Afro-Brazilians
    Afro-Brazilians are Brazilian citizens of predominantly African ancestry whose cultures, religions, and histories have profoundly shaped Brazil’s national identity.
  • B. Afro-Latin Americans
    Afro-Latin Americans are people of African descent in Latin America whose cultures blend African, Indigenous, and European influences and who have played a central role in the region’s history, music, religion, and social movements.
  • C. West Africans
    West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
  • D. Cape Verdean people chosen
    Cape Verdean people are a West African ethnic group primarily from the island nation of Cabo Verde, known for their mixed African and European heritage and rich Creole culture.
  • E. Afro-Lucians
    Afro-Lucians are people of African descent from Saint Lucia, forming a major ethnic group with rich Creole cultural traditions in the Caribbean nation.
  • F. None of above.

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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056cb06508190a90beb4d9d083835 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1139031248190b796a655bf07a4bc completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c11400ddf08190b99943ada6ff2703 completed March 23, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_69c1147e55fc81909225e1fe9e3eeec4 completed March 23, 2026, 10:22 a.m.
Created at: March 22, 2026, 4:08 p.m.