Triple

T14082900
Position Surface form Disambiguated ID Type / Status
Subject Katima Mulilo E338910 entity
Predicate hasBorderProximity P18252 FINISHED
Object Zambia–Namibia border
The Zambia–Namibia border is a short international boundary in southern Africa where Zambia meets Namibia’s Caprivi Strip along the Zambezi River.
E1078469 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: Zambia–Namibia border | Statement: [Katima Mulilo, hasBorderProximity, Zambia–Namibia border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zambia–Namibia border
Context triple: [Katima Mulilo, hasBorderProximity, Zambia–Namibia border]
  • A. 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.
  • B. Zambia–Angola border
    The Zambia–Angola border is an international boundary in south-central Africa separating Zambia and Angola, crossing remote regions of rivers, waterfalls, and sparsely populated terrain.
  • C. Zimbabwe–Botswana border
    The Zimbabwe–Botswana border is the international boundary separating Zimbabwe and Botswana in southern Africa, marked by several road and rail crossings and running near key towns such as Plumtree and Francistown.
  • D. Zimbabwe–Mozambique border
    The Zimbabwe–Mozambique border is an international boundary in southeastern Africa separating Zimbabwe from Mozambique, running through varied terrain including mountainous regions such as those near Nyanga District.
  • E. Namibia–Angola border
    The Namibia–Angola border is the international boundary separating Namibia and Angola in southwestern Africa, marked by several official crossings and shaped largely by colonial-era agreements.
  • 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: Zambia–Namibia border
Triple: [Katima Mulilo, hasBorderProximity, Zambia–Namibia border]
Generated description
The Zambia–Namibia border is a short international boundary in southern Africa where Zambia meets Namibia’s Caprivi Strip along the Zambezi River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zambia–Namibia border
Target entity description: The Zambia–Namibia border is a short international boundary in southern Africa where Zambia meets Namibia’s Caprivi Strip along the Zambezi River.
  • A. 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.
  • B. Zambia–Angola border
    The Zambia–Angola border is an international boundary in south-central Africa separating Zambia and Angola, crossing remote regions of rivers, waterfalls, and sparsely populated terrain.
  • C. Zimbabwe–Botswana border
    The Zimbabwe–Botswana border is the international boundary separating Zimbabwe and Botswana in southern Africa, marked by several road and rail crossings and running near key towns such as Plumtree and Francistown.
  • D. Zimbabwe–Mozambique border
    The Zimbabwe–Mozambique border is an international boundary in southeastern Africa separating Zimbabwe from Mozambique, running through varied terrain including mountainous regions such as those near Nyanga District.
  • E. Namibia–Angola border
    The Namibia–Angola border is the international boundary separating Namibia and Angola in southwestern Africa, marked by several official crossings and shaped largely by colonial-era agreements.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5ede40048190b465e909565730c1 completed April 14, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6749c3c81909833a0b6ddcae3fb completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc44b8f3c8190a7dc5a98239be1a5 completed May 7, 2026, 4:56 p.m.
NED2 Entity disambiguation (via description) batch_69fcc4d99f608190a6dddfda19bf0685 completed May 7, 2026, 4:59 p.m.
Created at: April 9, 2026, 10:21 p.m.