Triple
T11114642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kenga language |
E262853
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Kenga people
The Kenga people are an ethnic group of central Chad known for their distinct cultural traditions and use of the Kenga language within the wider Sahelian region.
|
E1087673
|
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: Kenga people | Statement: [Kenga language, spokenBy, Kenga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenga people Context triple: [Kenga language, spokenBy, Kenga people]
-
A.
Ndengereko people
The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
-
B.
Mwaghavul people
The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
-
C.
Benga people
The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
-
D.
Wilyakali people
The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
-
E.
Lendu people
The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
- 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: Kenga people Triple: [Kenga language, spokenBy, Kenga people]
Generated description
The Kenga people are an ethnic group of central Chad known for their distinct cultural traditions and use of the Kenga language within the wider Sahelian region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenga people Target entity description: The Kenga people are an ethnic group of central Chad known for their distinct cultural traditions and use of the Kenga language within the wider Sahelian region.
-
A.
Ndengereko people
The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
-
B.
Mwaghavul people
The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
-
C.
Benga people
The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
-
D.
Wilyakali people
The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
-
E.
Lendu people
The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
- 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_69fd27ee6ff881909fb0d1590580c4e8 |
completed | May 8, 2026, 12:01 a.m. |
| NEDg | Description generation | batch_69fd29d254608190a9f0b8e5623451aa |
completed | May 8, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2aa5bf3c8190bb62ce780d417b7d |
completed | May 8, 2026, 12:13 a.m. |
Created at: April 8, 2026, 9:27 p.m.