Triple
T1111831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Nigeria |
E11011
|
entity |
| Predicate | dominantCulture |
P24470
|
FINISHED |
| Object | Yoruba culture |
E10121
|
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: Yoruba culture | Statement: [Western Nigeria, dominantCulture, Yoruba culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yoruba culture Context triple: [Western Nigeria, dominantCulture, Yoruba culture]
-
A.
Yoruba
chosen
The Yoruba are one of West Africa’s largest and most influential ethnic groups, known for their rich cultural heritage, complex religious traditions, and historic kingdoms centered in what is now southwestern Nigeria and neighboring countries.
-
B.
Yoruba people
The Yoruba people are a major ethnic group of West Africa known for their rich cultural heritage, complex religious and philosophical traditions, and influential art, music, and political history, particularly in present-day Nigeria and neighboring countries.
-
C.
Ijaw languages
Ijaw languages are a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
-
D.
Ijaw people
The Ijaw people are one of the largest ethnic groups in the Niger Delta region of Nigeria, known for their riverine culture, fishing-based livelihoods, and significant role in the country’s oil-producing areas.
-
E.
Ibibio people
The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
- 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: dominantCulture Context triple: [Western Nigeria, dominantCulture, Yoruba culture]
-
A.
languageFamilyDominant
Indicates that one language family holds a primary or prevailing status over others within a given context (such as a region, population, or system).
-
B.
majorityCountry
Indicates that a given country is the one in which the majority of a specified group, population, or instances are located or occur.
-
C.
isCulturalLanguageOf
Indicates that a language serves as a primary medium of cultural expression, identity, and heritage for a particular group, community, or region.
-
D.
majorityLanguageOf
Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
-
E.
dominantFormOf
Indicates that one form of something is the primary, prevailing, or most influential version relative to another form.
- 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_69a493252a648190ac48f8742474a5e8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bbd92a8c8190a16e55f3f739010f |
completed | March 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac53935d108190955343cd1d3716b0 |
completed | March 7, 2026, 4:34 p.m. |
| PD | Predicate disambiguation | batch_69a4bb42990c819080db96478fd4977e |
completed | March 1, 2026, 10:18 p.m. |
| PDg | Predicate description generation | batch_69a4bbd7ff1881908c943ecdfea59e81 |
completed | March 1, 2026, 10:21 p.m. |
Created at: March 1, 2026, 7:43 p.m.