Triple

T6917138
Position Surface form Disambiguated ID Type / Status
Subject Botswana and Zimbabwe E160088 entity
Predicate shareBorderCrossing P4105 FINISHED
Object Plumtree–Ramokgwebana border crossing
The Plumtree–Ramokgwebana border crossing is a major road and customs checkpoint linking western Zimbabwe with eastern Botswana, serving as an important regional trade and travel route.
E631787 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: Plumtree–Ramokgwebana border crossing | Statement: [Botswana and Zimbabwe, shareBorderCrossing, Plumtree–Ramokgwebana border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plumtree–Ramokgwebana border crossing
Context triple: [Botswana and Zimbabwe, shareBorderCrossing, Plumtree–Ramokgwebana border crossing]
  • A. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • B. Pandamatenga border crossing
    Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
  • C. 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.
  • D. 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.
  • E. Zimbabwe–Mozambique border crossings network
    The Zimbabwe–Mozambique border crossings network is the system of official road and rail entry points and customs posts that facilitate movement of people and goods between Zimbabwe and Mozambique.
  • 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: Plumtree–Ramokgwebana border crossing
Triple: [Botswana and Zimbabwe, shareBorderCrossing, Plumtree–Ramokgwebana border crossing]
Generated description
The Plumtree–Ramokgwebana border crossing is a major road and customs checkpoint linking western Zimbabwe with eastern Botswana, serving as an important regional trade and travel route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plumtree–Ramokgwebana border crossing
Target entity description: The Plumtree–Ramokgwebana border crossing is a major road and customs checkpoint linking western Zimbabwe with eastern Botswana, serving as an important regional trade and travel route.
  • A. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • B. Pandamatenga border crossing
    Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
  • C. 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.
  • D. 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.
  • E. Zimbabwe–Mozambique border crossings network
    The Zimbabwe–Mozambique border crossings network is the system of official road and rail entry points and customs posts that facilitate movement of people and goods between Zimbabwe and Mozambique.
  • 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1cfd8fc81908efb83c061cb8e4f completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7584fa7208190a0c5338e20518578 completed March 28, 2026, 4:25 a.m.
NEDg Description generation batch_69c75a417b7481908846a53712ea2323 completed March 28, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69c75abf8de881908e1ae0a46da795bc completed March 28, 2026, 4:36 a.m.
Created at: March 27, 2026, 2:26 p.m.