Triple
T16505824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lobamba |
E400925
|
entity |
| Predicate | celebrates |
P500
|
FINISHED |
| Object | Umhlanga (Reed Dance) |
E397192
|
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: Umhlanga (Reed Dance) | Statement: [Lobamba, celebrates, Umhlanga (Reed Dance)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umhlanga (Reed Dance) Context triple: [Lobamba, celebrates, Umhlanga (Reed Dance)]
-
A.
Umhlanga dance
The Umhlanga dance is a Swazi cultural ceremony in which young maidens perform choreographed reed dances as part of a larger rite celebrating chastity, womanhood, and loyalty to the monarchy.
-
B.
Umhlanga ceremony
chosen
The Umhlanga ceremony is a traditional Swazi annual reed dance festival in which young women celebrate chastity, pay homage to the monarch, and affirm cultural identity through song, dance, and ritual.
-
C.
Ngoma
Ngoma is a traditional East African musical and dance form, often centered on drumming, that plays a key role in communal rituals, celebrations, and storytelling among Swahili and other Bantu-speaking peoples.
-
D.
Dance of Zalongo
The Dance of Zalongo was a mass suicide of Souliot women and children in 1803, who chose to leap from a cliff while dancing rather than be captured by Ottoman forces, and it has since become a powerful symbol of Greek resistance and sacrifice.
-
E.
Umhlanga
Umhlanga is an affluent coastal resort town on South Africa’s KwaZulu-Natal north coast, known for its beaches, luxury hotels, and major commercial and residential developments.
- 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_69d88381f6148190819958a038be990e |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e51ce1c81909548298f703a7ffa |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0058305e308190a22cbd03daec53aa |
completed | May 10, 2026, 10:04 a.m. |
Created at: April 10, 2026, 5:14 a.m.