Triple

T2277630
Position Surface form Disambiguated ID Type / Status
Subject Long Walk to Freedom E51208 entity
Predicate mainSubject P3 FINISHED
Object South African politics
South African politics encompasses the complex history and contemporary dynamics of power, race, and democracy in South Africa, shaped by apartheid, liberation movements like the ANC, and ongoing struggles over inequality and governance.
E251009 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: South African politics | Statement: [Long Walk to Freedom, mainSubject, South African politics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African politics
Context triple: [Long Walk to Freedom, mainSubject, South African politics]
  • A. South African general elections
    South African general elections are nationwide democratic polls held periodically to choose representatives for the country’s National Assembly and provincial legislatures.
  • B. South African general election, 1994
    The South African general election of 1994 was the country’s first fully democratic, multiracial national vote, marking the end of apartheid and leading to Nelson Mandela’s election as president.
  • C. Government of South Africa
    The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
  • D. South African general election, 1999
    The South African general election of 1999 was the country's second democratic national vote after the end of apartheid, resulting in Thabo Mbeki succeeding Nelson Mandela as president.
  • E. Xhosa polities
    Xhosa polities were a group of related, chiefly-led African societies in southeastern South Africa, known for their complex social structures, shared Xhosa language and culture, and resistance to colonial expansion.
  • 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: South African politics
Triple: [Long Walk to Freedom, mainSubject, South African politics]
Generated description
South African politics encompasses the complex history and contemporary dynamics of power, race, and democracy in South Africa, shaped by apartheid, liberation movements like the ANC, and ongoing struggles over inequality and governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African politics
Target entity description: South African politics encompasses the complex history and contemporary dynamics of power, race, and democracy in South Africa, shaped by apartheid, liberation movements like the ANC, and ongoing struggles over inequality and governance.
  • A. South African general elections
    South African general elections are nationwide democratic polls held periodically to choose representatives for the country’s National Assembly and provincial legislatures.
  • B. South African general election, 1994
    The South African general election of 1994 was the country’s first fully democratic, multiracial national vote, marking the end of apartheid and leading to Nelson Mandela’s election as president.
  • C. Government of South Africa
    The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
  • D. South African general election, 1999
    The South African general election of 1999 was the country's second democratic national vote after the end of apartheid, resulting in Thabo Mbeki succeeding Nelson Mandela as president.
  • E. Xhosa polities
    Xhosa polities were a group of related, chiefly-led African societies in southeastern South Africa, known for their complex social structures, shared Xhosa language and culture, and resistance to colonial expansion.
  • 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_69a88b08e4308190bdac9aebcca1c91a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc1ee22988190b7fa28b0b62e8668 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e2a17081908539717619ad7187 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.