Triple

T13265662
Position Surface form Disambiguated ID Type / Status
Subject Nkangala District Municipality E315915 entity
Predicate containsSettlement P847 FINISHED
Object Kriel
Kriel is a South African mining and power generation town in Mpumalanga province, known for its coal mines and proximity to major coal-fired power stations.
E1092505 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: Kriel | Statement: [Nkangala District Municipality, containsSettlement, Kriel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kriel
Context triple: [Nkangala District Municipality, containsSettlement, Kriel]
  • A. Tulbagh
    Tulbagh is a historic town in South Africa’s Western Cape, known for its Cape Dutch architecture and surrounding wine-producing valley.
  • B. Hartbeespoort
    Hartbeespoort is a town and popular recreational area in North West Province, South Africa, known for its scenic setting around the Hartbeespoort Dam and views of the Magaliesberg mountains.
  • C. Nelspruit
    Nelspruit is a city in northeastern South Africa, now known as Mbombela, noted as a regional hub near Kruger National Park and for hosting matches during the 2010 FIFA World Cup.
  • D. Seweweekspoort
    Seweweekspoort is a dramatic mountain pass in South Africa known for its rugged sandstone cliffs, winding route, and scenic views through the Swartberg range.
  • E. Rustenburg
    Rustenburg is a city in South Africa’s North West Province known for its mining industry and as one of the venues for the 2010 FIFA World Cup.
  • 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: Kriel
Triple: [Nkangala District Municipality, containsSettlement, Kriel]
Generated description
Kriel is a South African mining and power generation town in Mpumalanga province, known for its coal mines and proximity to major coal-fired power stations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kriel
Target entity description: Kriel is a South African mining and power generation town in Mpumalanga province, known for its coal mines and proximity to major coal-fired power stations.
  • A. Tulbagh
    Tulbagh is a historic town in South Africa’s Western Cape, known for its Cape Dutch architecture and surrounding wine-producing valley.
  • B. Hartbeespoort
    Hartbeespoort is a town and popular recreational area in North West Province, South Africa, known for its scenic setting around the Hartbeespoort Dam and views of the Magaliesberg mountains.
  • C. Nelspruit
    Nelspruit is a city in northeastern South Africa, now known as Mbombela, noted as a regional hub near Kruger National Park and for hosting matches during the 2010 FIFA World Cup.
  • D. Seweweekspoort
    Seweweekspoort is a dramatic mountain pass in South Africa known for its rugged sandstone cliffs, winding route, and scenic views through the Swartberg range.
  • E. Rustenburg
    Rustenburg is a city in South Africa’s North West Province known for its mining industry and as one of the venues for the 2010 FIFA World Cup.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901e44bc8190966f87ae219d6bf4 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd46686c288190a51847f86785568a completed May 8, 2026, 2:11 a.m.
NEDg Description generation batch_69fd4726edfc8190942b17458d231335 completed May 8, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd4781a6788190a2174a87e00a1fd8 completed May 8, 2026, 2:16 a.m.
Created at: April 9, 2026, 9:25 p.m.