Triple
T23287639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mbombela Local Municipality |
E589933
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object | Nelspruit |
—
|
NE NERFINISHED |
How this triple was built (2 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: Nelspruit | Statement: [Mbombela Local Municipality, administers, Nelspruit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nelspruit Context triple: [Mbombela Local Municipality, administers, Nelspruit]
-
A.
Nelspruit
chosen
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.
-
B.
Sandspruit
Sandspruit is a stream in Johannesburg that forms part of the city’s broader drainage and river system.
-
C.
Bronkhorstspruit
Bronkhorstspruit is a small farming town in Gauteng, South Africa, known historically as the site of an early battle in the First Boer War.
-
D.
Klipspruit
Klipspruit is a township area within Soweto, Johannesburg, known as one of the earliest black residential settlements established under apartheid-era urban planning.
-
E.
Kriel
Kriel is a South African mining and power generation town in Mpumalanga province, known for its coal mines and proximity to major coal-fired power stations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19648842c81909756be4bc06b3a45 |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 5 p.m.