Triple
T3904892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swazi people |
E90581
|
entity |
| Predicate | culturalPractice |
P1114
|
FINISHED |
| Object |
Umhlanga ceremony
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.
|
E397192
|
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: Umhlanga ceremony | Statement: [Swazi people, culturalPractice, Umhlanga ceremony]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umhlanga ceremony Context triple: [Swazi people, culturalPractice, Umhlanga ceremony]
-
A.
Kuomboka ceremony
The Kuomboka ceremony is a traditional annual Lozi royal barge procession in western Zambia, marking the Litunga’s move from the flooded Barotse Floodplain to higher ground and celebrated with elaborate music, dance, and regalia.
-
B.
Nyabinghi ceremonies
Nyabinghi ceremonies are Rastafarian religious gatherings centered on drumming, chanting, and communal worship that honor Haile Selassie I and promote spiritual unity and resistance to oppression.
-
C.
Olojo Festival
Olojo Festival is a major Yoruba cultural and religious celebration held annually in Ile-Ife, Nigeria, honoring Ogun and the creation of the world through elaborate rituals and royal ceremonies.
-
D.
Umkhosi Wokweshwama
Umkhosi Wokweshwama is a traditional Zulu first-fruits harvest festival that reaffirms the king’s authority, ancestral veneration, and communal renewal.
-
E.
Thame Carnival
Thame Carnival is an annual community festival in the Oxfordshire market town of Thame, featuring a parade, live entertainment, and family-oriented activities.
- 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: Umhlanga ceremony Triple: [Swazi people, culturalPractice, Umhlanga ceremony]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Umhlanga ceremony Target entity description: 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.
-
A.
Kuomboka ceremony
The Kuomboka ceremony is a traditional annual Lozi royal barge procession in western Zambia, marking the Litunga’s move from the flooded Barotse Floodplain to higher ground and celebrated with elaborate music, dance, and regalia.
-
B.
Nyabinghi ceremonies
Nyabinghi ceremonies are Rastafarian religious gatherings centered on drumming, chanting, and communal worship that honor Haile Selassie I and promote spiritual unity and resistance to oppression.
-
C.
Olojo Festival
Olojo Festival is a major Yoruba cultural and religious celebration held annually in Ile-Ife, Nigeria, honoring Ogun and the creation of the world through elaborate rituals and royal ceremonies.
-
D.
Umkhosi Wokweshwama
Umkhosi Wokweshwama is a traditional Zulu first-fruits harvest festival that reaffirms the king’s authority, ancestral veneration, and communal renewal.
-
E.
Thame Carnival
Thame Carnival is an annual community festival in the Oxfordshire market town of Thame, featuring a parade, live entertainment, and family-oriented activities.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed0fb9888190add847806555a14a |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51ca9d32881908538065ee71b31c2 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d8510c08190a88a1a8f044b3c59 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e08c7ac8190aab4b270258cdb69 |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:22 p.m.