Triple

T15945110
Position Surface form Disambiguated ID Type / Status
Subject Sheko E386664 entity
Predicate spokenBy P2181 FINISHED
Object Sheko people
The Sheko people are an indigenous ethnic group of southwestern Ethiopia known for their distinct language, cultural traditions, and agrarian lifestyle in the country's forested highlands.
 E1346091 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: Sheko people | Statement: [Sheko, spokenBy, Sheko people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sheko people
Context triple: [Sheko, spokenBy, Sheko people]
  • A. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • B. Bolewa people
    The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
  • C. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • D. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • E. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • 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: Sheko people
Triple: [Sheko, spokenBy, Sheko people]
Generated description
The Sheko people are an indigenous ethnic group of southwestern Ethiopia known for their distinct language, cultural traditions, and agrarian lifestyle in the country's forested highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sheko people
Target entity description: The Sheko people are an indigenous ethnic group of southwestern Ethiopia known for their distinct language, cultural traditions, and agrarian lifestyle in the country's forested highlands.
  • A. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • B. Bolewa people
    The Bolewa people are an ethnic group in northeastern Nigeria, traditionally known for their distinct language, culture, and history within the wider West African region.
  • C. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • D. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • E. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d0d55c8190af59ff169e8add78 completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05674f1c708190aff7078618067fa6 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a056d27afe0819092716cd60598ba94 completed May 14, 2026, 6:35 a.m.
NED2 Entity disambiguation (via description) batch_6a056deac2708190b6164b6861956cd9 completed May 14, 2026, 6:38 a.m.
Created at: April 10, 2026, 4:53 a.m.