Triple
T2662884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benue–Congo languages |
E54765
|
entity |
| Predicate | containsSubfamily |
P10928
|
FINISHED |
| Object |
Yoruboid languages
Yoruboid languages are a group of closely related Niger-Congo languages spoken primarily in southwestern Nigeria and neighboring regions, including Yoruba, Itsekiri, and Igala.
|
E286629
|
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: Yoruboid languages | Statement: [Benue–Congo languages, containsSubfamily, Yoruboid languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yoruboid languages Context triple: [Benue–Congo languages, containsSubfamily, Yoruboid languages]
-
A.
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.
-
B.
Benue–Congo languages
The Benue–Congo languages are a large and diverse branch of African languages that include the widespread Bantu family and are spoken across much of sub-Saharan Africa.
-
C.
Gbe languages
The Gbe languages are a cluster of closely related Niger-Congo languages spoken primarily in southeastern Ghana, Togo, Benin, and southwestern Nigeria, including well-known varieties such as Ewe and Fon.
-
D.
Yoruba
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.
-
E.
Urhobo language
The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
- 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: Yoruboid languages Triple: [Benue–Congo languages, containsSubfamily, Yoruboid languages]
Generated description
Yoruboid languages are a group of closely related Niger-Congo languages spoken primarily in southwestern Nigeria and neighboring regions, including Yoruba, Itsekiri, and Igala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yoruboid languages Target entity description: Yoruboid languages are a group of closely related Niger-Congo languages spoken primarily in southwestern Nigeria and neighboring regions, including Yoruba, Itsekiri, and Igala.
-
A.
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.
-
B.
Benue–Congo languages
The Benue–Congo languages are a large and diverse branch of African languages that include the widespread Bantu family and are spoken across much of sub-Saharan Africa.
-
C.
Gbe languages
The Gbe languages are a cluster of closely related Niger-Congo languages spoken primarily in southeastern Ghana, Togo, Benin, and southwestern Nigeria, including well-known varieties such as Ewe and Fon.
-
D.
Yoruba
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.
-
E.
Urhobo language
The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
- 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_69ab49e028948190b97e01d73548b1d9 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96b9f1c8190a8a9460ca88a9aaf |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98d9d7148190841bac9589a3815b |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99c237548190838559ccac95f1c5 |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a5a8ee8819080d49f13e5b4eab1 |
completed | March 10, 2026, 4:13 a.m. |
Created at: March 6, 2026, 9:53 p.m.