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.