Triple

T761592
Position Surface form Disambiguated ID Type / Status
Subject Eswatini E16080 entity
Predicate primaryEthnicGroup P194 FINISHED
Object Swazi people
The Swazi people are a Bantu ethnic group native to Eswatini and neighboring regions, known for their monarchy-centered society, rich cultural traditions, and siSwati language.
E90581 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: Swazi people | Statement: [Eswatini, primaryEthnicGroup, Swazi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swazi people
Context triple: [Eswatini, primaryEthnicGroup, Swazi people]
  • A. Thembu people
    The Thembu people are a Xhosa-speaking ethnic group from South Africa’s Eastern Cape region, historically ruled by a royal lineage that includes figures such as Nelson Mandela.
  • B. Zulu people
    The Zulu people are a major Nguni ethnic group of Southern Africa, primarily residing in South Africa’s KwaZulu-Natal province, known for their rich cultural traditions, historical Zulu Kingdom, and significant influence on the region’s history and politics.
  • C. Xhosa people
    The Xhosa people are a Bantu-speaking ethnic group of South Africa known for their rich oral traditions, distinctive click language, and significant role in the country’s cultural and political history.
  • D. Tswana people
    The Tswana people are a Bantu-speaking ethnic group native primarily to Botswana and parts of South Africa, known for their rich cultural traditions, cattle-based pastoralism, and significant influence on the region’s political and social history.
  • E. Southern Bantu
    Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
  • 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: Swazi people
Triple: [Eswatini, primaryEthnicGroup, Swazi people]
Generated description
The Swazi people are a Bantu ethnic group native to Eswatini and neighboring regions, known for their monarchy-centered society, rich cultural traditions, and siSwati language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swazi people
Target entity description: The Swazi people are a Bantu ethnic group native to Eswatini and neighboring regions, known for their monarchy-centered society, rich cultural traditions, and siSwati language.
  • A. Thembu people
    The Thembu people are a Xhosa-speaking ethnic group from South Africa’s Eastern Cape region, historically ruled by a royal lineage that includes figures such as Nelson Mandela.
  • B. Zulu people
    The Zulu people are a major Nguni ethnic group of Southern Africa, primarily residing in South Africa’s KwaZulu-Natal province, known for their rich cultural traditions, historical Zulu Kingdom, and significant influence on the region’s history and politics.
  • C. Xhosa people
    The Xhosa people are a Bantu-speaking ethnic group of South Africa known for their rich oral traditions, distinctive click language, and significant role in the country’s cultural and political history.
  • D. Tswana people
    The Tswana people are a Bantu-speaking ethnic group native primarily to Botswana and parts of South Africa, known for their rich cultural traditions, cattle-based pastoralism, and significant influence on the region’s political and social history.
  • E. Southern Bantu
    Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
  • 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_69a493684ee48190bd43b7c78da4aec8 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a682e7d081909c9cd7839a49fb0b completed March 1, 2026, 8:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69a65e44b9c88190a4481c28499860d7 completed March 3, 2026, 4:06 a.m.
NEDg Description generation batch_69a660a5d3308190ae7f1220704380eb completed March 3, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_69a661116e848190b6dde5b3f7570c71 completed March 3, 2026, 4:18 a.m.
Created at: March 1, 2026, 7:37 p.m.