Triple

T2105056
Position Surface form Disambiguated ID Type / Status
Subject United Democratic Front E37173 entity
Predicate notableLeader P304 FINISHED
Object Allan Boesak
Allan Boesak is a South African anti-apartheid activist, theologian, and politician who played a prominent role in the struggle against apartheid and in post-apartheid public life.
E234501 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: Allan Boesak | Statement: [United Democratic Front, notableLeader, Allan Boesak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allan Boesak
Context triple: [United Democratic Front, notableLeader, Allan Boesak]
  • A. Desmond Tutu
    Desmond Tutu was a South African Anglican archbishop and prominent anti-apartheid and human rights activist who became a global moral leader and Nobel Peace Prize laureate.
  • B. Os Guinness
    Os Guinness is a British author and social critic known for his Christian apologetics and cultural analysis, particularly on issues of faith, freedom, and modern society.
  • C. Stanley Grenz
    Stanley Grenz was an influential late-20th-century evangelical theologian known for his work in systematic theology, postmodern theology, and especially his development of a relational, community-focused doctrine of the Trinity.
  • D. John Howard Yoder
    John Howard Yoder was an American Mennonite theologian best known for his influential Christian pacifist ethics and his seminal work "The Politics of Jesus."
  • E. J. Tinsley Oden
    J. Tinsley Oden was a pioneering computational and applied mathematician known for his foundational contributions to finite element methods and computational mechanics.
  • 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: Allan Boesak
Triple: [United Democratic Front, notableLeader, Allan Boesak]
Generated description
Allan Boesak is a South African anti-apartheid activist, theologian, and politician who played a prominent role in the struggle against apartheid and in post-apartheid public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allan Boesak
Target entity description: Allan Boesak is a South African anti-apartheid activist, theologian, and politician who played a prominent role in the struggle against apartheid and in post-apartheid public life.
  • A. Desmond Tutu
    Desmond Tutu was a South African Anglican archbishop and prominent anti-apartheid and human rights activist who became a global moral leader and Nobel Peace Prize laureate.
  • B. Os Guinness
    Os Guinness is a British author and social critic known for his Christian apologetics and cultural analysis, particularly on issues of faith, freedom, and modern society.
  • C. Stanley Grenz
    Stanley Grenz was an influential late-20th-century evangelical theologian known for his work in systematic theology, postmodern theology, and especially his development of a relational, community-focused doctrine of the Trinity.
  • D. John Howard Yoder
    John Howard Yoder was an American Mennonite theologian best known for his influential Christian pacifist ethics and his seminal work "The Politics of Jesus."
  • E. J. Tinsley Oden
    J. Tinsley Oden was a pioneering computational and applied mathematician known for his foundational contributions to finite element methods and computational mechanics.
  • 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abbadcd4a081909d60b9b241950335 completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3069f78c819092a6d9d903e4df13 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae311eec148190af10e88fb4d7c433 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae3199909881909ffca021098c98ea completed March 9, 2026, 2:34 a.m.
Created at: March 4, 2026, 7:43 p.m.