Triple
T11114516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lugbara language |
E262849
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Lugbara people
The Lugbara people are a Central Sudanic ethnic group primarily inhabiting northwestern Uganda and parts of the Democratic Republic of the Congo and South Sudan, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
|
E1005262
|
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: Lugbara people | Statement: [Lugbara language, ethnicGroup, Lugbara people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lugbara people Context triple: [Lugbara language, ethnicGroup, Lugbara people]
-
A.
Lungu people
The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
B.
Konongo people
The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
-
C.
Massango people
The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
-
D.
Lumbu people
The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
-
E.
Lunda people
The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
- 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: Lugbara people Triple: [Lugbara language, ethnicGroup, Lugbara people]
Generated description
The Lugbara people are a Central Sudanic ethnic group primarily inhabiting northwestern Uganda and parts of the Democratic Republic of the Congo and South Sudan, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lugbara people Target entity description: The Lugbara people are a Central Sudanic ethnic group primarily inhabiting northwestern Uganda and parts of the Democratic Republic of the Congo and South Sudan, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
-
A.
Lungu people
The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
B.
Konongo people
The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
-
C.
Massango people
The Massango people are a Bantu ethnic group of central Africa, primarily inhabiting parts of present-day Gabon where they maintain distinct linguistic and cultural traditions.
-
D.
Lumbu people
The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
-
E.
Lunda people
The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79aa637888190935e852281408356 |
completed | April 9, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68e99c2608190b923ca8a9178fea2 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f69061011c81908cb045925cfefdd7 |
completed | May 3, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69138b40881909e9c74d6d922e1f3 |
completed | May 3, 2026, 12:05 a.m. |
Created at: April 8, 2026, 9:27 p.m.