Triple
T3122665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hermanus |
E65221
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Overberg District
Overberg District is a coastal region in South Africa’s Western Cape province, known for its scenic landscapes, agriculture, and popular whale-watching towns like Hermanus.
|
E333311
|
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: Overberg District | Statement: [Hermanus, locatedIn, Overberg District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Overberg District Context triple: [Hermanus, locatedIn, Overberg District]
-
A.
Cape Winelands District Municipality
Cape Winelands District Municipality is a local government area in South Africa’s Western Cape province, renowned for its historic towns, vineyards, and wine-producing valleys.
-
B.
Garden Route District Municipality
Garden Route District Municipality is a local government area in South Africa’s Western Cape that administers several coastal and inland towns along the scenic Garden Route region.
-
C.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
D.
Drakenstein Municipality
Drakenstein Municipality is a local government area in South Africa’s Western Cape province, encompassing towns such as Paarl and Wellington in the Cape Winelands region.
-
E.
Namakwa District Municipality
Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
- 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: Overberg District Triple: [Hermanus, locatedIn, Overberg District]
Generated description
Overberg District is a coastal region in South Africa’s Western Cape province, known for its scenic landscapes, agriculture, and popular whale-watching towns like Hermanus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Overberg District Target entity description: Overberg District is a coastal region in South Africa’s Western Cape province, known for its scenic landscapes, agriculture, and popular whale-watching towns like Hermanus.
-
A.
Cape Winelands District Municipality
Cape Winelands District Municipality is a local government area in South Africa’s Western Cape province, renowned for its historic towns, vineyards, and wine-producing valleys.
-
B.
Garden Route District Municipality
Garden Route District Municipality is a local government area in South Africa’s Western Cape that administers several coastal and inland towns along the scenic Garden Route region.
-
C.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
D.
Drakenstein Municipality
Drakenstein Municipality is a local government area in South Africa’s Western Cape province, encompassing towns such as Paarl and Wellington in the Cape Winelands region.
-
E.
Namakwa District Municipality
Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
- 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada52ab05c819088204bbb608c837c |
completed | March 8, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235ad86288190850f6c355a187b26 |
completed | March 12, 2026, 3:40 a.m. |
| NEDg | Description generation | batch_69b236e4efe08190ade7c1cc4b941639 |
completed | March 12, 2026, 3:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2375a75488190b3f2215c85d43f9c |
completed | March 12, 2026, 3:47 a.m. |
Created at: March 8, 2026, 3:04 p.m.