Triple
T3888416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Corisco |
E87999
|
entity |
| Predicate | ethnicGroupsHistoricallyAssociated |
P12220
|
FINISHED |
| Object |
Benga people
The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
|
E446149
|
NE FINISHED |
How this triple was built (5 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: Benga people | Statement: [Corisco, ethnicGroupsHistoricallyAssociated, Benga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benga people Context triple: [Corisco, ethnicGroupsHistoricallyAssociated, Benga people]
-
A.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
B.
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.
-
C.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
-
D.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
-
E.
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.
- 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: Benga people Triple: [Corisco, ethnicGroupsHistoricallyAssociated, Benga people]
Generated description
The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benga people Target entity description: The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
-
A.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
B.
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.
-
C.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
-
D.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ethnicGroupsHistoricallyAssociated Context triple: [Corisco, ethnicGroupsHistoricallyAssociated, Benga people]
-
A.
relatedEthnicGroup
Indicates that there is a notable ethnic connection or association between two ethnic groups, such as shared ancestry, culture, or historical ties.
-
B.
ancestralGroup
Indicates that one entity is a broader ancestral lineage, population, or group from which the other entity descends or originates.
-
C.
ethnolinguisticGroups
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
-
D.
involvedEthnicGroup
chosen
Indicates that a particular ethnic group participates in, is affected by, or is otherwise associated with the referenced event, situation, or entity.
-
E.
ethnicGroupResearched
Indicates that a particular ethnic group is the subject or focus of a research activity or study conducted by an entity.
- F. None of above.
Provenance (6 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_69aed9466d548190939f5217a23ed4ac |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecad4bf081909ae45a69d22468fa |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd678c2c088190a67867248f89c46a |
completed | March 20, 2026, 3:28 p.m. |
| NEDg | Description generation | batch_69bd683417b08190bc4e08638a30c0ec |
completed | March 20, 2026, 3:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd68b4681c8190abb170ccb054cd05 |
completed | March 20, 2026, 3:33 p.m. |
| PD | Predicate disambiguation | batch_69aee759609c8190985e96ec6d96dedd |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:21 p.m.