Triple
T16726593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngwathe Local Municipality |
E406478
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object | Ngwathe River |
—
|
NE NERFINISHED |
How this triple was built (3 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: Ngwathe River | Statement: [Ngwathe Local Municipality, namedAfter, Ngwathe River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngwathe River Context triple: [Ngwathe Local Municipality, namedAfter, Ngwathe River]
-
A.
Kwekwe River
Kwekwe River is a watercourse in central Zimbabwe that flows near the city of Kwekwe and contributes to the region’s local water system and ecology.
-
B.
Unga River
The Unga River is a lesser-known river in Irkutsk Oblast, Russia, forming part of the Kirenga River basin within the broader Lena River watershed in Siberia.
-
C.
Mgwali River
The Mgwali River is a tributary watercourse in South Africa that feeds into the larger Mbashe River system.
-
D.
Inchwe River
The Inchwe River is a watercourse in northeastern Botswana that flows through the city of Francistown and forms part of its local river system.
-
E.
Malewa River
The Malewa River is a major freshwater river in Kenya’s Rift Valley that drains the surrounding highlands and serves as the primary water source feeding Lake Naivasha.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngwathe River Target entity description: The Ngwathe River is a watercourse in South Africa that lends its name to the Ngwathe Local Municipality and forms part of the region’s natural and cultural landscape.
-
A.
Kwekwe River
Kwekwe River is a watercourse in central Zimbabwe that flows near the city of Kwekwe and contributes to the region’s local water system and ecology.
-
B.
Unga River
The Unga River is a lesser-known river in Irkutsk Oblast, Russia, forming part of the Kirenga River basin within the broader Lena River watershed in Siberia.
-
C.
Mgwali River
The Mgwali River is a tributary watercourse in South Africa that feeds into the larger Mbashe River system.
-
D.
Inchwe River
The Inchwe River is a watercourse in northeastern Botswana that flows through the city of Francistown and forms part of its local river system.
-
E.
Malewa River
The Malewa River is a major freshwater river in Kenya’s Rift Valley that drains the surrounding highlands and serves as the primary water source feeding Lake Naivasha.
- F. None of above. chosen
Provenance (2 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_69d8838f242881908abd8bc138795886 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e38747e43c8190a44487c4a9c94c7b |
completed | April 18, 2026, 1:29 p.m. |
Created at: April 10, 2026, 5:20 a.m.