Triple

T7941270
Position Surface form Disambiguated ID Type / Status
Subject Conservative Party (South Africa) E184396 entity
Predicate leader P981 FINISHED
Object Ferdi Hartzenberg
Ferdi Hartzenberg was a South African politician who led the right-wing Conservative Party during the late apartheid and early post-apartheid era.
E709986 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: Ferdi Hartzenberg | Statement: [Conservative Party (South Africa), leader, Ferdi Hartzenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferdi Hartzenberg
Context triple: [Conservative Party (South Africa), leader, Ferdi Hartzenberg]
  • A. Dirk Jan de Geer
    Dirk Jan de Geer was a Dutch politician who served twice as Prime Minister of the Netherlands, most notably during the early years of World War II.
  • B. Fritz ter Meer
    Fritz ter Meer was a German chemist, industrialist, and Nazi-era executive who served as a leading figure at IG Farben and was later convicted at the Nuremberg Trials for his role in war crimes.
  • C. Dietrich Stobbe
    Dietrich Stobbe was a German Social Democratic politician who served as the Governing Mayor of West Berlin during the late 1970s and early 1980s.
  • D. Alfred Naujocks
    Alfred Naujocks was an SS officer and Nazi operative known for orchestrating covert operations, including the staged Gleiwitz incident used as a pretext for the German invasion of Poland in 1939.
  • E. Fritz Dieter
    Fritz Dieter was a German architect best known for co-designing Berlin’s iconic Fernsehturm (TV Tower), a landmark of East German modernist architecture.
  • 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: Ferdi Hartzenberg
Triple: [Conservative Party (South Africa), leader, Ferdi Hartzenberg]
Generated description
Ferdi Hartzenberg was a South African politician who led the right-wing Conservative Party during the late apartheid and early post-apartheid era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferdi Hartzenberg
Target entity description: Ferdi Hartzenberg was a South African politician who led the right-wing Conservative Party during the late apartheid and early post-apartheid era.
  • A. Dirk Jan de Geer
    Dirk Jan de Geer was a Dutch politician who served twice as Prime Minister of the Netherlands, most notably during the early years of World War II.
  • B. Fritz ter Meer
    Fritz ter Meer was a German chemist, industrialist, and Nazi-era executive who served as a leading figure at IG Farben and was later convicted at the Nuremberg Trials for his role in war crimes.
  • C. Dietrich Stobbe
    Dietrich Stobbe was a German Social Democratic politician who served as the Governing Mayor of West Berlin during the late 1970s and early 1980s.
  • D. Alfred Naujocks
    Alfred Naujocks was an SS officer and Nazi operative known for orchestrating covert operations, including the staged Gleiwitz incident used as a pretext for the German invasion of Poland in 1939.
  • E. Fritz Dieter
    Fritz Dieter was a German architect best known for co-designing Berlin’s iconic Fernsehturm (TV Tower), a landmark of East German modernist architecture.
  • 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_69ca8291c2008190b1b8832c87814bcf completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b0ac8bc8190b4e4f79b15c316b3 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63ad5fbc819082f7900cd618bd0e completed April 1, 2026, 12:15 a.m.
NEDg Description generation batch_69cc67a1ff988190b466317388d86747 completed April 1, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cc68dbfe688190829e46d5d3748b87 completed April 1, 2026, 12:37 a.m.
Created at: March 30, 2026, 5:09 p.m.