Triple
T3247755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limpopo Province |
E68103
|
entity |
| Predicate | hasWorldHeritageSite |
P2499
|
FINISHED |
| Object | Mapungubwe Cultural Landscape |
E25192
|
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: Mapungubwe Cultural Landscape | Statement: [Limpopo Province, hasWorldHeritageSite, Mapungubwe Cultural Landscape]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mapungubwe Cultural Landscape Context triple: [Limpopo Province, hasWorldHeritageSite, Mapungubwe Cultural Landscape]
-
A.
Mapungubwe Cultural Landscape
chosen
Mapungubwe Cultural Landscape is an archaeological and cultural World Heritage site in northern South Africa that preserves the remains of an ancient African kingdom and early evidence of complex society and trade in the region.
-
B.
Khomanani Cultural Landscape
Khomanani Cultural Landscape is a UNESCO World Heritage Site in South Africa recognized for its culturally significant landscapes shaped by long-standing interactions between local communities and their environment.
-
C.
Richtersveld Cultural and Botanical Landscape
The Richtersveld Cultural and Botanical Landscape is a remote, mountainous desert area in northwestern South Africa recognized as a UNESCO World Heritage Site for its unique biodiversity and the living cultural traditions of the indigenous Nama pastoralists.
-
D.
Khami Ruins
Khami Ruins is an archaeological site in southwestern Zimbabwe featuring the stone-built remains of a precolonial African city that succeeded Great Zimbabwe as a major political and trading center.
-
E.
Kingdom of Mapungubwe
The Kingdom of Mapungubwe was a precolonial southern African state (c. 11th–13th century) known for its advanced society, extensive trade networks, and sophisticated gold-working centered near the Limpopo and Shashe rivers.
- 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_69ad858e4c708190aa31d486cfee8a6a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf3e9ed0819096ac238098ac403c |
completed | March 8, 2026, 5:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28eb55734819093f470caacc3e29c |
completed | March 12, 2026, 10 a.m. |
Created at: March 8, 2026, 3:09 p.m.