Triple
T11258078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luvenda |
E266490
|
entity |
| Predicate | ethnicPopulationRegion |
P10611
|
FINISHED |
| Object | Limpopo Province of South Africa |
E68103
|
NE FINISHED |
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: Limpopo Province of South Africa | Statement: [Luvenda, ethnicPopulationRegion, Limpopo Province of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limpopo Province of South Africa Context triple: [Luvenda, ethnicPopulationRegion, Limpopo Province of South Africa]
-
A.
Limpopo Province
chosen
Limpopo Province is South Africa’s northernmost province, known for its rich wildlife, cultural diversity, and extensive agricultural and mining activities.
-
B.
North West Province
North West Province is a largely rural, mining- and agriculture-focused province in north-central South Africa, bordering Botswana and known for sites such as Sun City and the Pilanesberg Game Reserve.
-
C.
Bulawayo Province
Bulawayo Province is an urban province in southwestern Zimbabwe centered on the country’s second-largest city, Bulawayo.
-
D.
Northern Limpopo
Northern Limpopo is a region in the northern part of South Africa’s Limpopo Province known for its strong Venda cultural presence, rural landscapes, and proximity to the Zimbabwean border.
-
E.
Amajuba region
The Amajuba region is an administrative and historical area in northern KwaZulu-Natal, South Africa, known for its coal mining, industrial centers, and significant Anglo-Boer War battle sites.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e935b85c819085e1abf2dd4099c5 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e542ab02708190b40a96edd56a6519 |
completed | April 19, 2026, 9:01 p.m. |
Created at: April 8, 2026, 9:31 p.m.