Triple
T17391022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samora Machel Jr. |
E422821
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Machel family
The Machel family is a prominent Mozambican political dynasty best known for producing leaders such as revolutionary president Samora Machel and influential figures in the country’s public life.
|
E1266576
|
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: Machel family | Statement: [Samora Machel Jr., partOf, Machel family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machel family Context triple: [Samora Machel Jr., partOf, Machel family]
-
A.
Madikizela family
The Madikizela family is a South African Xhosa family best known for producing prominent anti-apartheid activist and political leader Winnie Madikizela-Mandela.
-
B.
Dlamini family
The Dlamini family is a prominent Swazi royal and clan lineage from which many influential leaders and nobles, including figures like Ndlela Dlamini, have descended.
-
C.
Lozi royal family
The Lozi royal family is the hereditary ruling house of the Lozi people of western Zambia, headed by the Litunga, one of Africa’s oldest continuous monarchies.
-
D.
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.
-
E.
Mandela family
The Mandela family is a prominent South African family best known for its association with anti-apartheid leader and former president Nelson Mandela and its enduring influence in the country’s political and social life.
- 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: Machel family Triple: [Samora Machel Jr., partOf, Machel family]
Generated description
The Machel family is a prominent Mozambican political dynasty best known for producing leaders such as revolutionary president Samora Machel and influential figures in the country’s public life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Machel family Target entity description: The Machel family is a prominent Mozambican political dynasty best known for producing leaders such as revolutionary president Samora Machel and influential figures in the country’s public life.
-
A.
Madikizela family
The Madikizela family is a South African Xhosa family best known for producing prominent anti-apartheid activist and political leader Winnie Madikizela-Mandela.
-
B.
Dlamini family
The Dlamini family is a prominent Swazi royal and clan lineage from which many influential leaders and nobles, including figures like Ndlela Dlamini, have descended.
-
C.
Lozi royal family
The Lozi royal family is the hereditary ruling house of the Lozi people of western Zambia, headed by the Litunga, one of Africa’s oldest continuous monarchies.
-
D.
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.
-
E.
Mandela family
The Mandela family is a prominent South African family best known for its association with anti-apartheid leader and former president Nelson Mandela and its enduring influence in the country’s political and social life.
- 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_69d889d710288190bf0f4762801fefae |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43ab950d4819098d6a46f67c46191 |
completed | April 19, 2026, 2:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019ffcfe508190a03907a3c0eafe2c |
completed | May 11, 2026, 9:23 a.m. |
| NEDg | Description generation | batch_6a01a19785508190a759628553297053 |
completed | May 11, 2026, 9:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a1f98470819086142ef594a8a13f |
completed | May 11, 2026, 9:31 a.m. |
Created at: April 10, 2026, 5:45 a.m.