Triple
T11579152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Urhobo language |
E274579
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Urhobo-Isoko cluster |
E274578
|
NE FINISHED |
How this triple was built (2 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: Urhobo-Isoko cluster | Statement: [Urhobo language, closelyRelatedTo, Urhobo-Isoko cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Urhobo-Isoko cluster Context triple: [Urhobo language, closelyRelatedTo, Urhobo-Isoko cluster]
-
A.
Urhobo
chosen
Urhobo is an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for its rich cultural traditions, language, and festivals.
-
B.
Chiga–Nyankore cluster
The Chiga–Nyankore cluster is a group of closely related Bantu languages spoken primarily in southwestern Uganda and neighboring regions.
-
C.
Urhobo Progress Union
The Urhobo Progress Union is a socio-cultural organization that represents and promotes the interests, unity, and development of the Urhobo ethnic group, primarily in Nigeria’s Delta State and the diaspora.
-
D.
Lugbara–Ma’di cluster
The Lugbara–Ma’di cluster is a group of closely related Central Sudanic languages spoken primarily in northwestern Uganda and neighboring regions of South Sudan and the Democratic Republic of the Congo.
-
E.
Oyo-Ile
Oyo-Ile was the historic political and cultural center of the Oyo Empire, one of the most powerful precolonial Yoruba states in West Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8904b46288190890ecafd6ceb0c3d |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e714080a60819095205355776c8637 |
completed | April 21, 2026, 6:07 a.m. |
Created at: April 8, 2026, 9:38 p.m.