Triple
T16052594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swartland Local Municipality |
E389391
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Chatsworth, Western Cape
Chatsworth, Western Cape is a small rural settlement in South Africa’s Western Cape province, situated within the predominantly agricultural Swartland region.
|
E1191525
|
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: Chatsworth, Western Cape | Statement: [Swartland Local Municipality, contains, Chatsworth, Western Cape]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chatsworth, Western Cape Context triple: [Swartland Local Municipality, contains, Chatsworth, Western Cape]
-
A.
Constantia Kloof
Constantia Kloof is a residential suburb in Roodepoort, Johannesburg, known for its hilly terrain, views, and proximity to major commercial and transport routes.
-
B.
Herschel, Eastern Cape
Herschel, Eastern Cape is a small rural town in South Africa’s Eastern Cape province, known as the birthplace of acclaimed writer and playwright Zakes Mda.
-
C.
Boschendal
Boschendal is a historic South African wine estate renowned for its well-preserved Cape Dutch architecture and scenic setting in the Cape Winelands.
-
D.
Scarborough, Western Cape
Scarborough, Western Cape is a small coastal village near Cape Town in South Africa, known for its scenic beaches, conservation-minded community, and proximity to the Cape Peninsula’s natural reserves.
-
E.
Paarl Valley
Paarl Valley is a scenic wine-producing region in South Africa’s Western Cape, known for its vineyards, historic towns, and dramatic mountain backdrop.
- 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: Chatsworth, Western Cape Triple: [Swartland Local Municipality, contains, Chatsworth, Western Cape]
Generated description
Chatsworth, Western Cape is a small rural settlement in South Africa’s Western Cape province, situated within the predominantly agricultural Swartland region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chatsworth, Western Cape Target entity description: Chatsworth, Western Cape is a small rural settlement in South Africa’s Western Cape province, situated within the predominantly agricultural Swartland region.
-
A.
Constantia Kloof
Constantia Kloof is a residential suburb in Roodepoort, Johannesburg, known for its hilly terrain, views, and proximity to major commercial and transport routes.
-
B.
Herschel, Eastern Cape
Herschel, Eastern Cape is a small rural town in South Africa’s Eastern Cape province, known as the birthplace of acclaimed writer and playwright Zakes Mda.
-
C.
Boschendal
Boschendal is a historic South African wine estate renowned for its well-preserved Cape Dutch architecture and scenic setting in the Cape Winelands.
-
D.
Scarborough, Western Cape
Scarborough, Western Cape is a small coastal village near Cape Town in South Africa, known for its scenic beaches, conservation-minded community, and proximity to the Cape Peninsula’s natural reserves.
-
E.
Paarl Valley
Paarl Valley is a scenic wine-producing region in South Africa’s Western Cape, known for its vineyards, historic towns, and dramatic mountain backdrop.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1836365688190b182f29bbb66127e |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbe2d87c8190ba7f16feb018e70c |
completed | May 10, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69ffdcfe202481909913e9e44ffbf66f |
completed | May 10, 2026, 1:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffdd8610c081908305a1c2298618c1 |
completed | May 10, 2026, 1:21 a.m. |
Created at: April 10, 2026, 4:56 a.m.