Triple

T22751877
Position Surface form Disambiguated ID Type / Status
Subject Govan Mbeki Local Municipality E562722 entity
Predicate contains P35 FINISHED
Object Charl Cilliers
Charl Cilliers is a small town in South Africa’s Mpumalanga province, situated within the Govan Mbeki Local Municipality and known primarily as a rural residential and farming community.
E1551615 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: Charl Cilliers | Statement: [Govan Mbeki Local Municipality, contains, Charl Cilliers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charl Cilliers
Context triple: [Govan Mbeki Local Municipality, contains, Charl Cilliers]
  • A. Piet Pretorius
    Piet Pretorius is a notable member of the Pretorius family, a prominent South African family historically influential in the country’s political and social spheres.
  • B. Ben Viljoen
    Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
  • C. Andries Treurnicht
    Andries Treurnicht was a prominent South African politician and staunch defender of apartheid who led a right-wing breakaway from the ruling National Party.
  • D. Ben du Toit
    Ben du Toit is the white South African schoolteacher protagonist of André Brink’s novel "A Dry White Season," whose moral awakening leads him to confront the injustices of apartheid.
  • E. Koos de la Rey
    Koos de la Rey was a prominent Boer general and military leader renowned for his tactical skill and guerrilla warfare during the Anglo-Boer conflicts in South Africa.
  • 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: Charl Cilliers
Triple: [Govan Mbeki Local Municipality, contains, Charl Cilliers]
Generated description
Charl Cilliers is a small town in South Africa’s Mpumalanga province, situated within the Govan Mbeki Local Municipality and known primarily as a rural residential and farming community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charl Cilliers
Target entity description: Charl Cilliers is a small town in South Africa’s Mpumalanga province, situated within the Govan Mbeki Local Municipality and known primarily as a rural residential and farming community.
  • A. Piet Pretorius
    Piet Pretorius is a notable member of the Pretorius family, a prominent South African family historically influential in the country’s political and social spheres.
  • B. Ben Viljoen
    Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
  • C. Andries Treurnicht
    Andries Treurnicht was a prominent South African politician and staunch defender of apartheid who led a right-wing breakaway from the ruling National Party.
  • D. Ben du Toit
    Ben du Toit is the white South African schoolteacher protagonist of André Brink’s novel "A Dry White Season," whose moral awakening leads him to confront the injustices of apartheid.
  • E. Koos de la Rey
    Koos de la Rey was a prominent Boer general and military leader renowned for his tactical skill and guerrilla warfare during the Anglo-Boer conflicts in South Africa.
  • 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_69e24551ec7881909a9c924dbea155f6 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f179b9ac348190bff4dc470931f7e3 completed April 29, 2026, 3:23 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fd7d2388190964a84175f034f8b completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b905d3ba48190bf73b2334b6ef3a6 completed May 18, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_6a0b90c481cc8190acdffb0c341998ea completed May 18, 2026, 10:20 p.m.
Created at: April 17, 2026, 3:24 p.m.