Triple
T12138447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oko languages |
E289120
|
entity |
| Predicate | areSpokenBy |
P2181
|
FINISHED |
| Object |
Oko people
The Oko people are an ethnic group in Nigeria known for their distinct cultural traditions and use of related Volta–Niger languages.
|
E1209331
|
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: Oko people | Statement: [Oko languages, areSpokenBy, Oko people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oko people Context triple: [Oko languages, areSpokenBy, Oko people]
-
A.
Ndowe people
The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
-
B.
Nengone people
The Nengone people are an indigenous Melanesian community of New Caledonia, primarily inhabiting Maré Island and known for their distinct Austronesian language and rich customary traditions.
-
C.
Konjo people
The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
-
D.
Sango people
The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
-
E.
Lobi people
The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
- 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: Oko people Triple: [Oko languages, areSpokenBy, Oko people]
Generated description
The Oko people are an ethnic group in Nigeria known for their distinct cultural traditions and use of related Volta–Niger languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oko people Target entity description: The Oko people are an ethnic group in Nigeria known for their distinct cultural traditions and use of related Volta–Niger languages.
-
A.
Ndowe people
The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
-
B.
Nengone people
The Nengone people are an indigenous Melanesian community of New Caledonia, primarily inhabiting Maré Island and known for their distinct Austronesian language and rich customary traditions.
-
C.
Konjo people
The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
-
D.
Sango people
The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
-
E.
Lobi people
The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
- 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_69d6ab4b5e4c81909950b17151eb0951 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9158eef48819083bdce283a363414 |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002d92c9788190aa4523a1e47bc561 |
completed | May 10, 2026, 7:02 a.m. |
| NEDg | Description generation | batch_6a00305c62d0819092d06963e09d51fc |
completed | May 10, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0030e12bd08190aa101634c88e37e7 |
completed | May 10, 2026, 7:16 a.m. |
Created at: April 8, 2026, 9:49 p.m.