Triple
T11609185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | amaGcaleka |
E275337
|
entity |
| Predicate | culturalRegion |
P1968
|
FINISHED |
| Object | Xhosa-speaking Eastern Cape |
E11008
|
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: Xhosa-speaking Eastern Cape | Statement: [amaGcaleka, culturalRegion, Xhosa-speaking Eastern Cape]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xhosa-speaking Eastern Cape Context triple: [amaGcaleka, culturalRegion, Xhosa-speaking Eastern Cape]
-
A.
Xhosa
chosen
Xhosa is a Bantu language of South Africa, known for its distinctive click consonants and as one of the country’s major official languages.
-
B.
Southern Swati
Southern Swati is a regional dialect of the siSwati language spoken primarily in the southern parts of Eswatini and neighboring areas.
-
C.
Southern Ndebele
Southern Ndebele is a Bantu language spoken primarily in South Africa, known for its distinctive click sounds and cultural association with the Ndebele people.
-
D.
Northern Swati
Northern Swati is a regional variety of the siSwati language spoken primarily in the northern areas of Eswatini and neighboring regions.
-
E.
Xhosa people
The Xhosa people are a Bantu-speaking ethnic group of South Africa known for their rich oral traditions, distinctive click language, and significant role in the country’s cultural and political history.
- 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_69d6aaf84b548190ac072e4fb89ae18f |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a04231d08190b8a07cd977d11ffa |
completed | April 10, 2026, 7:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a82381708190aa0e674603d5778a |
completed | April 22, 2026, 10:51 a.m. |
Created at: April 8, 2026, 9:38 p.m.