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.