Triple
T14523674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kavango–Zambezi Transfrontier Conservation Area |
E340714
|
entity |
| Predicate | crossesBorderBetween |
P4105
|
FINISHED |
| Object |
Angola and Namibia
Angola and Namibia are neighboring countries in southwestern Africa that share a long land border and diverse ecosystems, including parts of the Kavango–Zambezi conservation region.
|
E1105636
|
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: Angola and Namibia | Statement: [Kavango–Zambezi Transfrontier Conservation Area, crossesBorderBetween, Angola and Namibia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angola and Namibia Context triple: [Kavango–Zambezi Transfrontier Conservation Area, crossesBorderBetween, Angola and Namibia]
-
A.
Angola
Angola is a resource-rich country on Africa’s southwest coast, known for its oil and diamond industries and its history of a long civil war following independence.
-
B.
Namibia
Namibia is a sparsely populated country in southwestern Africa known for its dramatic desert landscapes, diverse wildlife, and a legal system influenced by Roman-Dutch law.
-
C.
Namibia and Botswana
Namibia and Botswana are neighboring countries in Southern Africa known for their vast deserts, rich wildlife, and major river systems that shape their shared ecosystems and borders.
-
D.
Cabinda
Cabinda is a small, oil-rich province on the Atlantic coast of Central Africa that is geographically separated from the rest of Angola by a strip of territory belonging to the Democratic Republic of the Congo.
-
E.
Botswana
Botswana is a landlocked country in Southern Africa known for its stable democracy, significant diamond resources, and vast wildlife-rich landscapes including the Okavango Delta.
- 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: Angola and Namibia Triple: [Kavango–Zambezi Transfrontier Conservation Area, crossesBorderBetween, Angola and Namibia]
Generated description
Angola and Namibia are neighboring countries in southwestern Africa that share a long land border and diverse ecosystems, including parts of the Kavango–Zambezi conservation region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Angola and Namibia Target entity description: Angola and Namibia are neighboring countries in southwestern Africa that share a long land border and diverse ecosystems, including parts of the Kavango–Zambezi conservation region.
-
A.
Angola
Angola is a resource-rich country on Africa’s southwest coast, known for its oil and diamond industries and its history of a long civil war following independence.
-
B.
Namibia
Namibia is a sparsely populated country in southwestern Africa known for its dramatic desert landscapes, diverse wildlife, and a legal system influenced by Roman-Dutch law.
-
C.
Namibia and Botswana
Namibia and Botswana are neighboring countries in Southern Africa known for their vast deserts, rich wildlife, and major river systems that shape their shared ecosystems and borders.
-
D.
Cabinda
Cabinda is a small, oil-rich province on the Atlantic coast of Central Africa that is geographically separated from the rest of Angola by a strip of territory belonging to the Democratic Republic of the Congo.
-
E.
Botswana
Botswana is a landlocked country in Southern Africa known for its stable democracy, significant diamond resources, and vast wildlife-rich landscapes including the Okavango Delta.
- 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dea04f16f88190ba357b0f8021b46b |
completed | April 14, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab07e08819085a6a21cc9cea1fa |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8c1a07008190ab67087f04bc90db |
completed | May 8, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8cca08288190a1d3fe200d0efa44 |
completed | May 8, 2026, 7:12 a.m. |
Created at: April 10, 2026, 1:22 a.m.