Triple

T7065698
Position Surface form Disambiguated ID Type / Status
Subject Trans-Kalahari Corridor E164344 entity
Predicate hasBorderPost P4105 FINISHED
Object Trans-Kalahari Border Post
Trans-Kalahari Border Post is a key international crossing facility along the Trans-Kalahari Corridor that facilitates road transport and trade between Southern African countries.
E638564 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: Trans-Kalahari Border Post | Statement: [Trans-Kalahari Corridor, hasBorderPost, Trans-Kalahari Border Post]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trans-Kalahari Border Post
Context triple: [Trans-Kalahari Corridor, hasBorderPost, Trans-Kalahari Border Post]
  • A. 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.
  • B. 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.
  • 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. 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.
  • 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: Trans-Kalahari Border Post
Triple: [Trans-Kalahari Corridor, hasBorderPost, Trans-Kalahari Border Post]
Generated description
Trans-Kalahari Border Post is a key international crossing facility along the Trans-Kalahari Corridor that facilitates road transport and trade between Southern African countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trans-Kalahari Border Post
Target entity description: Trans-Kalahari Border Post is a key international crossing facility along the Trans-Kalahari Corridor that facilitates road transport and trade between Southern African countries.
  • A. 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.
  • B. 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.
  • 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. 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.
  • 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4a4e7188190aef123ff1a2aa473 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788bd74d88190bf2f52c95404d9bf completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:39 p.m.