Triple
T12273342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zakes Mda |
E292523
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
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.
|
E974750
|
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: Herschel, Eastern Cape | Statement: [Zakes Mda, placeOfBirth, Herschel, Eastern Cape]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herschel, Eastern Cape Context triple: [Zakes Mda, placeOfBirth, Herschel, Eastern Cape]
-
A.
Belmont, Northern Cape
Belmont, Northern Cape is a small locality in South Africa’s Northern Cape province, historically notable as the site of the Battle of Belmont during the Second Boer War.
-
B.
Hartenbos
Hartenbos is a popular coastal holiday town and beach resort in South Africa’s Western Cape, near Mossel Bay, known for its family-friendly atmosphere and seaside tourism.
-
C.
Groblersdal
Groblersdal is a town in South Africa’s Limpopo province known as an important agricultural center, particularly for irrigation-based farming.
-
D.
Tulbagh
Tulbagh is a historic town in South Africa’s Western Cape, known for its Cape Dutch architecture and surrounding wine-producing valley.
-
E.
Beaufort West
Beaufort West is a historic service and transport hub in South Africa’s semi-arid Karoo region, known as a gateway town on the N1 route between Cape Town and the interior.
- 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: Herschel, Eastern Cape Triple: [Zakes Mda, placeOfBirth, Herschel, Eastern Cape]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herschel, Eastern Cape Target entity description: 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.
-
A.
Belmont, Northern Cape
Belmont, Northern Cape is a small locality in South Africa’s Northern Cape province, historically notable as the site of the Battle of Belmont during the Second Boer War.
-
B.
Hartenbos
Hartenbos is a popular coastal holiday town and beach resort in South Africa’s Western Cape, near Mossel Bay, known for its family-friendly atmosphere and seaside tourism.
-
C.
Groblersdal
Groblersdal is a town in South Africa’s Limpopo province known as an important agricultural center, particularly for irrigation-based farming.
-
D.
Tulbagh
Tulbagh is a historic town in South Africa’s Western Cape, known for its Cape Dutch architecture and surrounding wine-producing valley.
-
E.
Beaufort West
Beaufort West is a historic service and transport hub in South Africa’s semi-arid Karoo region, known as a gateway town on the N1 route between Cape Town and the interior.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cee7158819093fff74db6867896 |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e6b50a48190b1beabd149d5830f |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9386548190a749445a404db3a2 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6207f164c8190b663a50ee3c761d6 |
completed | May 2, 2026, 4:04 p.m. |
Created at: April 8, 2026, 9:52 p.m.