Triple

T11310917
Position Surface form Disambiguated ID Type / Status
Subject Black South African E267831 entity
Predicate hasEthnicSubgroup P14193 FINISHED
Object Swazi
The Swazi are a Bantu-speaking ethnic group primarily associated with Eswatini (formerly Swaziland) and neighboring regions of South Africa, known for their distinct monarchy-centered culture and traditions.
 E922637 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 | Statement: [Black South African, hasEthnicSubgroup, Swazi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swazi
Context triple: [Black South African, hasEthnicSubgroup, Swazi]
  • A. Swazi Kingdom
    The Swazi Kingdom was a precolonial southern African monarchy of the Nguni people that formed the historical basis of modern Eswatini.
  • B. Eswatini
    Eswatini is a small landlocked monarchy in Southern Africa known for its blend of traditional Swazi culture and modern institutions.
  • C. Lesotho
    Lesotho is a small, landlocked constitutional monarchy in Southern Africa, entirely surrounded by South Africa and known for its mountainous terrain and high-altitude settlements.
  • D. Kwaluseni
    Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
  • E. Siphofaneni, Eswatini
    Siphofaneni is a rural town in central Eswatini known as an agricultural and transport hub situated near the Great Usutu River.
  • 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
Triple: [Black South African, hasEthnicSubgroup, Swazi]
Generated description
The Swazi are a Bantu-speaking ethnic group primarily associated with Eswatini (formerly Swaziland) and neighboring regions of South Africa, known for their distinct monarchy-centered culture and traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swazi
Target entity description: The Swazi are a Bantu-speaking ethnic group primarily associated with Eswatini (formerly Swaziland) and neighboring regions of South Africa, known for their distinct monarchy-centered culture and traditions.
  • A. Swazi Kingdom
    The Swazi Kingdom was a precolonial southern African monarchy of the Nguni people that formed the historical basis of modern Eswatini.
  • B. Eswatini
    Eswatini is a small landlocked monarchy in Southern Africa known for its blend of traditional Swazi culture and modern institutions.
  • C. Lesotho
    Lesotho is a small, landlocked constitutional monarchy in Southern Africa, entirely surrounded by South Africa and known for its mountainous terrain and high-altitude settlements.
  • D. Kwaluseni
    Kwaluseni is a town in Eswatini known primarily as the main campus site of the University of Eswatini.
  • E. Siphofaneni, Eswatini
    Siphofaneni is a rural town in central Eswatini known as an agricultural and transport hub situated near the Great Usutu River.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9c0b3b88190ac0e3d6a5ad3b9bc completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58b4ec4ac81908d51e3815a054704 completed April 20, 2026, 2:11 a.m.
NEDg Description generation batch_69e59323c5948190bc2c9512f7b0a54f completed April 20, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69e599c53704819097c0fdbbfbbb1e87 completed April 20, 2026, 3:13 a.m.
Created at: April 8, 2026, 9:32 p.m.