Triple
T4431050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ntumu |
E95328
|
entity |
| Predicate | partOfEthnolinguisticGroup |
P46225
|
FINISHED |
| Object | Fang ethnolinguistic group |
E14619
|
NE FINISHED |
How this triple was built (3 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: Fang ethnolinguistic group | Statement: [Ntumu, partOfEthnolinguisticGroup, Fang ethnolinguistic group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fang ethnolinguistic group Context triple: [Ntumu, partOfEthnolinguisticGroup, Fang ethnolinguistic group]
-
A.
Fang language
chosen
Fang is a Bantu language spoken primarily by the Fang people of Equatorial Guinea, Gabon, and Cameroon, notable for its significant influence on local varieties of Spanish and French.
-
B.
Faifi people
The Faifi people are an ethnic group from the mountainous Jazan region of southwestern Saudi Arabia, known for their distinct cultural traditions and unique Faifi Arabic dialect.
-
C.
Ga-Dangme people
The Ga-Dangme people are an ethnic group of southeastern Ghana, centered around the Greater Accra Region, known for their coastal trading history, distinctive festivals, and Ga and Dangme languages.
-
D.
Annang people
The Annang people are an ethnic group of southeastern Nigeria, culturally and linguistically related to the Ibibio-Efik cluster and known for rich oral traditions, art, and communal social structures.
-
E.
Fon people
The Fon people are a major West African ethnic group primarily found in present-day Benin, known for their historical role in powerful precolonial states, rich religious traditions including Vodun, and vibrant artistic and cultural heritage.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfEthnolinguisticGroup Context triple: [Ntumu, partOfEthnolinguisticGroup, Fang ethnolinguistic group]
-
A.
ethnolinguisticGroups
chosen
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
-
B.
otherEthnicGroup
Indicates that one entity belongs to a different ethnic group than the other entity.
-
C.
containedEthnicGroup
Indicates that one entity (typically a larger group, region, or population) includes or encompasses a particular ethnic group within it.
-
D.
involvedEthnicGroup
Indicates that a particular ethnic group participates in, is affected by, or is otherwise associated with the referenced event, situation, or entity.
-
E.
relatedEthnicGroup
Indicates that there is a notable ethnic connection or association between two ethnic groups, such as shared ancestry, culture, or historical ties.
- F. None of above.
Provenance (4 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3556b71448190a3fab938853f8b87 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6136f350c81908d00eff850951ab0 |
completed | March 15, 2026, 2:03 a.m. |
| PD | Predicate disambiguation | batch_69b34f6078cc8190831b89f404198cc5 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:31 p.m.