Triple
T11220053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muizenberg |
E265535
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Zandvlei
Zandvlei is a coastal estuary and recreational nature reserve in Cape Town, South Africa, known for its birdlife, water sports, and conservation value.
|
E912807
|
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: Zandvlei | Statement: [Muizenberg, locatedNear, Zandvlei]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zandvlei Context triple: [Muizenberg, locatedNear, Zandvlei]
-
A.
Diepkloof
Diepkloof is a residential township area within Soweto, Johannesburg, known for its mix of formal housing, vibrant street life, and significant role in South Africa’s urban history.
-
B.
Klipspruit
Klipspruit is a township area within Soweto, Johannesburg, known as one of the earliest black residential settlements established under apartheid-era urban planning.
-
C.
Kalk Bay
Kalk Bay is a historic fishing village and seaside suburb of Cape Town in South Africa, known for its working harbour, tidal pools, and vibrant arts and café culture along the False Bay coastline.
-
D.
Gordon's Bay
Gordon's Bay is a small coastal town and popular seaside resort in the Western Cape of South Africa, known for its beaches, marina, and views across False Bay.
-
E.
Kosi Bay
Kosi Bay is a coastal lake system in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, traditional fish traps, and unspoiled beaches near the Mozambique border.
- 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: Zandvlei Triple: [Muizenberg, locatedNear, Zandvlei]
Generated description
Zandvlei is a coastal estuary and recreational nature reserve in Cape Town, South Africa, known for its birdlife, water sports, and conservation value.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zandvlei Target entity description: Zandvlei is a coastal estuary and recreational nature reserve in Cape Town, South Africa, known for its birdlife, water sports, and conservation value.
-
A.
Diepkloof
Diepkloof is a residential township area within Soweto, Johannesburg, known for its mix of formal housing, vibrant street life, and significant role in South Africa’s urban history.
-
B.
Klipspruit
Klipspruit is a township area within Soweto, Johannesburg, known as one of the earliest black residential settlements established under apartheid-era urban planning.
-
C.
Kalk Bay
Kalk Bay is a historic fishing village and seaside suburb of Cape Town in South Africa, known for its working harbour, tidal pools, and vibrant arts and café culture along the False Bay coastline.
-
D.
Gordon's Bay
Gordon's Bay is a small coastal town and popular seaside resort in the Western Cape of South Africa, known for its beaches, marina, and views across False Bay.
-
E.
Kosi Bay
Kosi Bay is a coastal lake system in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, traditional fish traps, and unspoiled beaches near the Mozambique border.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8eb84c48190b4f3bede254afde2 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ad1c57908190a5c65ea4738722e3 |
completed | April 19, 2026, 10:23 a.m. |
| NEDg | Description generation | batch_69e4b1ee74748190a33449ce1b92813e |
completed | April 19, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4b3d23b18819096f3a11aecc732bd |
completed | April 19, 2026, 10:52 a.m. |
Created at: April 8, 2026, 9:30 p.m.