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.