Triple

T11457312
Position Surface form Disambiguated ID Type / Status
Subject Dlamini E271562 entity
Predicate hasNotableBearer P458 FINISHED
Object Gideon Dlamini
Gideon Dlamini is a notable individual who bears the surname Dlamini, recognized as one of the prominent people associated with that name.
E927144 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: Gideon Dlamini | Statement: [Dlamini, hasNotableBearer, Gideon Dlamini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gideon Dlamini
Context triple: [Dlamini, hasNotableBearer, Gideon Dlamini]
  • A. Mandla Gaduka
    Mandla Gaduka is a South African actor best known internationally for his role in the science-fiction film "District 9."
  • B. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • C. Gadla Henry Mphakanyiswa
    Gadla Henry Mphakanyiswa was a South African chief and the father of Nelson Mandela, making him the paternal great-grandfather of Zindzi Mandela.
  • D. Frank Mdlalose
    Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
  • E. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • 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: Gideon Dlamini
Triple: [Dlamini, hasNotableBearer, Gideon Dlamini]
Generated description
Gideon Dlamini is a notable individual who bears the surname Dlamini, recognized as one of the prominent people associated with that name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gideon Dlamini
Target entity description: Gideon Dlamini is a notable individual who bears the surname Dlamini, recognized as one of the prominent people associated with that name.
  • A. Mandla Gaduka
    Mandla Gaduka is a South African actor best known internationally for his role in the science-fiction film "District 9."
  • B. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • C. Gadla Henry Mphakanyiswa
    Gadla Henry Mphakanyiswa was a South African chief and the father of Nelson Mandela, making him the paternal great-grandfather of Zindzi Mandela.
  • D. Frank Mdlalose
    Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
  • E. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • 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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d81c71b1208190be1d5623d18e0222 completed April 9, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e903781881908e96c66ecfca2911 completed April 20, 2026, 8:51 a.m.
NEDg Description generation batch_69e5f1557e9c8190b53ce391793b2c7f completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f863bf7c81908969ed0a5b99f032 completed April 20, 2026, 9:56 a.m.
Created at: April 8, 2026, 9:35 p.m.