Triple
T4591032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marico River |
E103486
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Limpopo Water Management Area
Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
|
E454731
|
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: Limpopo Water Management Area | Statement: [Marico River, partOf, Limpopo Water Management Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limpopo Water Management Area Context triple: [Marico River, partOf, Limpopo Water Management Area]
-
A.
Upper Vaal Water Management Area
The Upper Vaal Water Management Area is a South African hydrological region responsible for managing and regulating water resources in the upper reaches of the Vaal River basin.
-
B.
Lower Vaal Water Management Area
The Lower Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the downstream reaches of the Vaal River system.
-
C.
Middle Vaal Water Management Area
The Middle Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the central portion of the Vaal River catchment.
-
D.
Breede Valley region
The Breede Valley region is a fertile agricultural area in South Africa’s Western Cape, known for its vineyards, fruit farming, and scenic river landscapes.
-
E.
Nelspruit
Nelspruit is a city in northeastern South Africa, now known as Mbombela, noted as a regional hub near Kruger National Park and for hosting matches during the 2010 FIFA World Cup.
- 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: Limpopo Water Management Area Triple: [Marico River, partOf, Limpopo Water Management Area]
Generated description
Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limpopo Water Management Area Target entity description: Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
-
A.
Upper Vaal Water Management Area
The Upper Vaal Water Management Area is a South African hydrological region responsible for managing and regulating water resources in the upper reaches of the Vaal River basin.
-
B.
Lower Vaal Water Management Area
The Lower Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the downstream reaches of the Vaal River system.
-
C.
Middle Vaal Water Management Area
The Middle Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the central portion of the Vaal River catchment.
-
D.
Breede Valley region
The Breede Valley region is a fertile agricultural area in South Africa’s Western Cape, known for its vineyards, fruit farming, and scenic river landscapes.
-
E.
Nelspruit
Nelspruit is a city in northeastern South Africa, now known as Mbombela, noted as a regional hub near Kruger National Park and for hosting matches during the 2010 FIFA World Cup.
- 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5923c0c88190952137d448d474cf |
completed | March 20, 2026, 2:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0cdc7e8819088758c1d6d8e866d |
completed | March 21, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69bde21999688190afc48da7fa2cd869 |
completed | March 21, 2026, 12:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde283e1988190bfa3545d2a362294 |
completed | March 21, 2026, 12:12 a.m. |
Created at: March 20, 2026, 1:11 p.m.