Triple
T11877881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oro people |
E282577
|
entity |
| Predicate | ethnolinguisticGroup |
P3349
|
FINISHED |
| Object | Ibibio-Efik cluster |
E951879
|
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: Ibibio-Efik cluster | Statement: [Oro people, ethnolinguisticGroup, Ibibio-Efik cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ibibio-Efik cluster Context triple: [Oro people, ethnolinguisticGroup, Ibibio-Efik cluster]
-
A.
Ibibio-Efik cluster
chosen
The Ibibio-Efik cluster is a group of closely related ethnic and linguistic communities of southeastern Nigeria, including the Ibibio, Efik, Annang, and others who share similar languages and cultural traditions.
-
B.
Igbo
The Igbo are one of the largest ethnic groups in West Africa, known for their rich cultural traditions, entrepreneurial spirit, and predominantly southeastern homeland in Nigeria.
-
C.
Igbo-Etiti
Igbo-Etiti is a local government area in southeastern Nigeria known for its predominantly Igbo population and location within Enugu State.
-
D.
Mbam–Nkam languages
The Mbam–Nkam languages are a subgroup of the Grassfields branch of Bantu-related languages spoken in western Cameroon.
-
E.
Western Igbo
Western Igbo refers to the Igbo-speaking communities located in the western part of the Igbo cultural area, particularly in present-day Delta State of Nigeria, with distinct historical and cultural ties that set them apart from other Igbo subgroups.
- 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be1b6a5c81909a18c54205dda09c |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f417cb1c3881909ee50e8d11621664 |
completed | May 1, 2026, 3:02 a.m. |
Created at: April 8, 2026, 9:44 p.m.