Triple
T16767851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gbarain language |
E407513
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Gbarain people
The Gbarain people are an ethnic group, likely part of the Ijaw communities in Nigeria’s Niger Delta region, known for their distinct cultural traditions and use of the Gbarain language.
|
E1294149
|
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: Gbarain people | Statement: [Gbarain language, spokenBy, Gbarain people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gbarain people Context triple: [Gbarain language, spokenBy, Gbarain people]
-
A.
Gwandara people
The Gwandara people are a Hausa-speaking ethnic group primarily found in central Nigeria, known for their agricultural lifestyle and historical links to the Hausa states.
-
B.
Blagar people
The Blagar people are an indigenous ethnic group of eastern Indonesia known for their distinct Austronesian language and coastal village communities in the Alor region.
-
C.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
-
D.
Dagaaba people
The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
-
E.
Argobba people
The Argobba people are a small Muslim ethnic group in northeastern Ethiopia known for their historic role in regional trade and their endangered Argobba language.
- 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: Gbarain people Triple: [Gbarain language, spokenBy, Gbarain people]
Generated description
The Gbarain people are an ethnic group, likely part of the Ijaw communities in Nigeria’s Niger Delta region, known for their distinct cultural traditions and use of the Gbarain language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gbarain people Target entity description: The Gbarain people are an ethnic group, likely part of the Ijaw communities in Nigeria’s Niger Delta region, known for their distinct cultural traditions and use of the Gbarain language.
-
A.
Gwandara people
The Gwandara people are a Hausa-speaking ethnic group primarily found in central Nigeria, known for their agricultural lifestyle and historical links to the Hausa states.
-
B.
Blagar people
The Blagar people are an indigenous ethnic group of eastern Indonesia known for their distinct Austronesian language and coastal village communities in the Alor region.
-
C.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
-
D.
Dagaaba people
The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
-
E.
Argobba people
The Argobba people are a small Muslim ethnic group in northeastern Ethiopia known for their historic role in regional trade and their endangered Argobba language.
- 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_69d8839174188190909f190097207065 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b033d6b88190a1366a58d63b0546 |
completed | April 18, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313aa65a481909707b1e7a6d6ce6f |
completed | May 12, 2026, 11:48 a.m. |
| NEDg | Description generation | batch_6a0314a4fa748190a63ecda792b7669a |
completed | May 12, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0315a8d6e88190b6d532f22dd8088c |
completed | May 12, 2026, 11:57 a.m. |
Created at: April 10, 2026, 5:21 a.m.