Triple
T1195706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limpopo |
E25662
|
entity |
| Predicate | hasRegion |
P285
|
FINISHED |
| Object |
Waterberg region
The Waterberg region is a mountainous and biodiverse area in South Africa’s Limpopo province, known for its game reserves, scenic landscapes, and UNESCO-designated biosphere.
|
E138697
|
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: Waterberg region | Statement: [Limpopo, hasRegion, Waterberg region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterberg region Context triple: [Limpopo, hasRegion, Waterberg region]
-
A.
Highveld
The Highveld is a high-altitude grassland plateau in central South Africa known for its extensive farming, mining, and major cities such as Johannesburg and Pretoria.
-
B.
Kidepo Valley National Park
Kidepo Valley National Park is a remote and rugged wildlife reserve in northeastern Uganda, renowned for its dramatic savannah landscapes and rich diversity of large mammals and birds.
-
C.
Matobo National Park
Matobo National Park is a UNESCO World Heritage–listed protected area in southern Zimbabwe, renowned for its dramatic granite rock formations, ancient San rock art, and rich biodiversity.
-
D.
Augrabies Falls National Park
Augrabies Falls National Park is a South African protected area famed for the dramatic Augrabies Falls on the Orange River and its rugged, arid landscapes rich in unique flora and fauna.
-
E.
Chewore Safari Area
Chewore Safari Area is a protected wildlife reserve in northern Zimbabwe renowned for its rich biodiversity and inclusion in the UNESCO World Heritage-listed Middle Zambezi valley.
- 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: Waterberg region Triple: [Limpopo, hasRegion, Waterberg region]
Generated description
The Waterberg region is a mountainous and biodiverse area in South Africa’s Limpopo province, known for its game reserves, scenic landscapes, and UNESCO-designated biosphere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waterberg region Target entity description: The Waterberg region is a mountainous and biodiverse area in South Africa’s Limpopo province, known for its game reserves, scenic landscapes, and UNESCO-designated biosphere.
-
A.
Highveld
The Highveld is a high-altitude grassland plateau in central South Africa known for its extensive farming, mining, and major cities such as Johannesburg and Pretoria.
-
B.
Kidepo Valley National Park
Kidepo Valley National Park is a remote and rugged wildlife reserve in northeastern Uganda, renowned for its dramatic savannah landscapes and rich diversity of large mammals and birds.
-
C.
Matobo National Park
Matobo National Park is a UNESCO World Heritage–listed protected area in southern Zimbabwe, renowned for its dramatic granite rock formations, ancient San rock art, and rich biodiversity.
-
D.
Augrabies Falls National Park
Augrabies Falls National Park is a South African protected area famed for the dramatic Augrabies Falls on the Orange River and its rugged, arid landscapes rich in unique flora and fauna.
-
E.
Chewore Safari Area
Chewore Safari Area is a protected wildlife reserve in northern Zimbabwe renowned for its rich biodiversity and inclusion in the UNESCO World Heritage-listed Middle Zambezi valley.
- 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_69a49429f5ec8190a6a205eb0ae81e5e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd7a756c819085d695acfffeaceb |
completed | March 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f383a1c8190932e4b200fec02b5 |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fba00f0819086a0fffa090c5809 |
completed | March 7, 2026, 7:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac807ead9c819088f7195aec87a538 |
completed | March 7, 2026, 7:46 p.m. |
Created at: March 1, 2026, 7:46 p.m.