Triple

T22726063
Position Surface form Disambiguated ID Type / Status
Subject Deputy President of the African National Congress E561995 entity
Predicate heldBy P8 FINISHED
Object Paul Mashatile
Paul Mashatile is a South African politician who serves as a senior leader in the African National Congress and has held several prominent governmental and party positions.
 E1553164 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: Paul Mashatile | Statement: [Deputy President of the African National Congress, heldBy, Paul Mashatile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Mashatile
Context triple: [Deputy President of the African National Congress, heldBy, Paul Mashatile]
  • A. Lawrence Mbatha
    Lawrence Mbatha is a senior South African military officer who serves as the head of the South African Army.
  • B. Douglas Mohlabane
    Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
  • C. Sam Nhlengethwa
    Sam Nhlengethwa is a prominent South African artist known for his collage-based works that explore jazz culture, township life, and social realities.
  • D. Johannes Modise
    Johannes "Joe" Modise was a prominent South African anti-apartheid activist and politician who served as the first post-apartheid Minister of Defence.
  • E. 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.
  • 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: Paul Mashatile
Triple: [Deputy President of the African National Congress, heldBy, Paul Mashatile]
Generated description
Paul Mashatile is a South African politician who serves as a senior leader in the African National Congress and has held several prominent governmental and party positions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Mashatile
Target entity description: Paul Mashatile is a South African politician who serves as a senior leader in the African National Congress and has held several prominent governmental and party positions.
  • A. Lawrence Mbatha
    Lawrence Mbatha is a senior South African military officer who serves as the head of the South African Army.
  • B. Douglas Mohlabane
    Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
  • C. Sam Nhlengethwa
    Sam Nhlengethwa is a prominent South African artist known for his collage-based works that explore jazz culture, township life, and social realities.
  • D. Johannes Modise
    Johannes "Joe" Modise was a prominent South African anti-apartheid activist and politician who served as the first post-apartheid Minister of Defence.
  • E. 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.
  • 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_69e2454fc984819088213b58ee87a002 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17929710c81909a895622ee32920e completed April 29, 2026, 3:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b980ad26c8190b89fa1649dd80675 completed May 18, 2026, 10:51 p.m.
NEDg Description generation batch_6a0b98d159688190a5ec037ee8692f33 completed May 18, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0b99b6e7e88190995319351374f97c completed May 18, 2026, 10:59 p.m.
Created at: April 17, 2026, 3:20 p.m.