Triple

T22332183
Position Surface form Disambiguated ID Type / Status
Subject General Secretary of the National Union of Mineworkers E552049 entity
Predicate notableOfficeHolder P5750 FINISHED
Object David Sipunzi
David Sipunzi was a South African trade union leader who served as a prominent General Secretary of the National Union of Mineworkers, representing and advocating for mine workers’ rights.
E1531444 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: David Sipunzi | Statement: [General Secretary of the National Union of Mineworkers, notableOfficeHolder, David Sipunzi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Sipunzi
Context triple: [General Secretary of the National Union of Mineworkers, notableOfficeHolder, David Sipunzi]
  • A. Peter Sandza
    Peter Sandza is a former government agent and determined father who becomes the central protagonist in the supernatural thriller "The Fury," relentlessly trying to rescue his psychically gifted son from a secretive intelligence program.
  • B. Hosea Kutako
    Hosea Kutako was a prominent Namibian nationalist leader and traditional chief who played a key role in the country’s early struggle against colonial rule and for independence.
  • C. Stephen Mopope
    Stephen Mopope was a prominent Kiowa painter and member of the Kiowa Six, known for his influential contributions to Native American modernist art in the early 20th century.
  • D. Paul Cusenza
    Paul Cusenza is an entrepreneur best known as a co-founder of the personal genomics and biotechnology company 23andMe.
  • E. Zola Mafu
    Zola Mafu is a South African woman best known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • 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: David Sipunzi
Triple: [General Secretary of the National Union of Mineworkers, notableOfficeHolder, David Sipunzi]
Generated description
David Sipunzi was a South African trade union leader who served as a prominent General Secretary of the National Union of Mineworkers, representing and advocating for mine workers’ rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Sipunzi
Target entity description: David Sipunzi was a South African trade union leader who served as a prominent General Secretary of the National Union of Mineworkers, representing and advocating for mine workers’ rights.
  • A. Peter Sandza
    Peter Sandza is a former government agent and determined father who becomes the central protagonist in the supernatural thriller "The Fury," relentlessly trying to rescue his psychically gifted son from a secretive intelligence program.
  • B. Hosea Kutako
    Hosea Kutako was a prominent Namibian nationalist leader and traditional chief who played a key role in the country’s early struggle against colonial rule and for independence.
  • C. Stephen Mopope
    Stephen Mopope was a prominent Kiowa painter and member of the Kiowa Six, known for his influential contributions to Native American modernist art in the early 20th century.
  • D. Paul Cusenza
    Paul Cusenza is an entrepreneur best known as a co-founder of the personal genomics and biotechnology company 23andMe.
  • E. Zola Mafu
    Zola Mafu is a South African woman best known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577c1a5c819092ac468a7d5ce499 completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad526a268819084cd7df7d7de1a23 completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad992b43c8190b0e409d64db83308 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0adac48bec8190989dd7c5e28d283a completed May 18, 2026, 9:24 a.m.
Created at: April 16, 2026, 8:43 p.m.