Triple

T6717622
Position Surface form Disambiguated ID Type / Status
Subject Nkomazi region E153310 entity
Predicate borderRegionOf P10768 FINISHED
Object South Africa–Eswatini border
The South Africa–Eswatini border is an international boundary in southern Africa separating the Kingdom of Eswatini from the Republic of South Africa, crossing varied terrain and linking multiple rural communities and transport routes.
E616267 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: South Africa–Eswatini border | Statement: [Nkomazi region, borderRegionOf, South Africa–Eswatini border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Africa–Eswatini border
Context triple: [Nkomazi region, borderRegionOf, South Africa–Eswatini border]
  • A. South Africa–Lesotho border
    The South Africa–Lesotho border is the international boundary separating the enclaved mountain kingdom of Lesotho from the surrounding Republic of South Africa, running largely along the high peaks of the Drakensberg and Maloti ranges.
  • B. South Africa–Mozambique border
    The South Africa–Mozambique border is an international boundary in southern Africa separating South Africa’s Mpumalanga and KwaZulu-Natal provinces from Mozambique, crossing diverse landscapes and major transport and trade routes.
  • C. South Africa–Namibia border
    The South Africa–Namibia border is an international boundary in southern Africa that largely follows the course of the Orange River, separating Namibia to the north from South Africa to the south.
  • D. Zimbabwe–South Africa border
    The Zimbabwe–South Africa border is an international boundary in southern Africa separating Zimbabwe from South Africa, commonly crossed at the busy Beitbridge border post.
  • E. Zimbabwe–Zambia border
    The Zimbabwe–Zambia border is an international boundary in southern Africa that runs largely along the Zambezi River and includes the famous Victoria Falls.
  • 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: South Africa–Eswatini border
Triple: [Nkomazi region, borderRegionOf, South Africa–Eswatini border]
Generated description
The South Africa–Eswatini border is an international boundary in southern Africa separating the Kingdom of Eswatini from the Republic of South Africa, crossing varied terrain and linking multiple rural communities and transport routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Africa–Eswatini border
Target entity description: The South Africa–Eswatini border is an international boundary in southern Africa separating the Kingdom of Eswatini from the Republic of South Africa, crossing varied terrain and linking multiple rural communities and transport routes.
  • A. South Africa–Lesotho border
    The South Africa–Lesotho border is the international boundary separating the enclaved mountain kingdom of Lesotho from the surrounding Republic of South Africa, running largely along the high peaks of the Drakensberg and Maloti ranges.
  • B. South Africa–Mozambique border
    The South Africa–Mozambique border is an international boundary in southern Africa separating South Africa’s Mpumalanga and KwaZulu-Natal provinces from Mozambique, crossing diverse landscapes and major transport and trade routes.
  • C. South Africa–Namibia border
    The South Africa–Namibia border is an international boundary in southern Africa that largely follows the course of the Orange River, separating Namibia to the north from South Africa to the south.
  • D. Zimbabwe–South Africa border
    The Zimbabwe–South Africa border is an international boundary in southern Africa separating Zimbabwe from South Africa, commonly crossed at the busy Beitbridge border post.
  • E. Zimbabwe–Zambia border
    The Zimbabwe–Zambia border is an international boundary in southern Africa that runs largely along the Zambezi River and includes the famous Victoria Falls.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d12765a48190b485176dc2ffa0fa completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70afa805c819098312fc0d06ec115 completed March 27, 2026, 10:55 p.m.
NEDg Description generation batch_69c70d3a298881908260da6ad2ddfb48 completed March 27, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69c70d8901088190a3ab5c7f0af8398c completed March 27, 2026, 11:06 p.m.
Created at: March 27, 2026, 2:07 p.m.