Triple

T11412473
Position Surface form Disambiguated ID Type / Status
Subject Prince Thumbumuzi Dlamini E270405 entity
Predicate memberOf P10 FINISHED
Object Swazi royal family
The Swazi royal family is the reigning dynastic house of Eswatini, headed by the king and queen mother and central to the country’s traditional governance and cultural life.
E924232 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 royal family | Statement: [Prince Thumbumuzi Dlamini, memberOf, Swazi royal family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swazi royal family
Context triple: [Prince Thumbumuzi Dlamini, memberOf, Swazi royal family]
  • A. Zulu royal family
    The Zulu royal family is the hereditary ruling dynasty of the Zulu people of South Africa, historically led by powerful kings such as Shaka and central to Zulu cultural and political identity.
  • B. Gcaleka royal house
    The Gcaleka royal house is the ruling dynasty of the Gcaleka subgroup of the Xhosa people, traditionally serving as a central authority in their political and cultural leadership.
  • C. 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.
  • D. Mswati III
    Mswati III is the absolute monarch of Eswatini, known as one of the world’s last remaining absolute kings.
  • E. Swazi Kingdom
    The Swazi Kingdom was a precolonial southern African monarchy of the Nguni people that formed the historical basis of modern Eswatini.
  • 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 royal family
Triple: [Prince Thumbumuzi Dlamini, memberOf, Swazi royal family]
Generated description
The Swazi royal family is the reigning dynastic house of Eswatini, headed by the king and queen mother and central to the country’s traditional governance and cultural life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swazi royal family
Target entity description: The Swazi royal family is the reigning dynastic house of Eswatini, headed by the king and queen mother and central to the country’s traditional governance and cultural life.
  • A. Zulu royal family
    The Zulu royal family is the hereditary ruling dynasty of the Zulu people of South Africa, historically led by powerful kings such as Shaka and central to Zulu cultural and political identity.
  • B. Gcaleka royal house
    The Gcaleka royal house is the ruling dynasty of the Gcaleka subgroup of the Xhosa people, traditionally serving as a central authority in their political and cultural leadership.
  • C. 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.
  • D. Mswati III
    Mswati III is the absolute monarch of Eswatini, known as one of the world’s last remaining absolute kings.
  • E. Swazi Kingdom
    The Swazi Kingdom was a precolonial southern African monarchy of the Nguni people that formed the historical basis of modern Eswatini.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d801acd9bc81908a23b1b7b4e778d3 completed April 9, 2026, 7:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b855f0508190a2e57ef9407ddb1a completed April 20, 2026, 5:23 a.m.
NEDg Description generation batch_69e5c28d3824819097ff84cb4e13c923 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c451c6c88190bcbb1f54ede35d29 completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:34 p.m.