Triple
T3229144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barotse Floodplain |
E67694
|
entity |
| Predicate | notableCulturalEvent |
P25528
|
FINISHED |
| Object |
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.
|
E338909
|
NE FINISHED |
How this triple was built (5 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: Kuomboka ceremony | Statement: [Barotse Floodplain, notableCulturalEvent, Kuomboka ceremony]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kuomboka ceremony Context triple: [Barotse Floodplain, notableCulturalEvent, Kuomboka ceremony]
-
A.
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.
-
B.
Machi healing ceremony
The Machi healing ceremony is a traditional Mapuche spiritual and medicinal rite led by a shamanic healer to restore balance and well-being within individuals and the community.
-
C.
Bois Caïman ceremony
The Bois Caïman ceremony was a pivotal Vodou gathering in 1791 where enslaved Africans in Saint-Domingue forged a spiritual and political pact that helped ignite the Haitian Revolution.
-
D.
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.
-
E.
Sema ceremony
The Sema ceremony is a traditional Mevlevi Sufi ritual of music and whirling dance symbolizing spiritual ascent and union with the divine.
- 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: Kuomboka ceremony Triple: [Barotse Floodplain, notableCulturalEvent, Kuomboka ceremony]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kuomboka ceremony Target entity description: 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.
-
A.
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.
-
B.
Machi healing ceremony
The Machi healing ceremony is a traditional Mapuche spiritual and medicinal rite led by a shamanic healer to restore balance and well-being within individuals and the community.
-
C.
Bois Caïman ceremony
The Bois Caïman ceremony was a pivotal Vodou gathering in 1791 where enslaved Africans in Saint-Domingue forged a spiritual and political pact that helped ignite the Haitian Revolution.
-
D.
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.
-
E.
Sema ceremony
The Sema ceremony is a traditional Mevlevi Sufi ritual of music and whirling dance symbolizing spiritual ascent and union with the divine.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableCulturalEvent Context triple: [Barotse Floodplain, notableCulturalEvent, Kuomboka ceremony]
-
A.
celebratedEvent
Indicates that an entity has been honored, commemorated, or festively observed as a special event.
-
B.
notableEventResponse
Indicates a response, reaction, or consequence that occurs as a result of a notable event.
-
C.
commemorativeEvent
Indicates an event held specifically to honor, remember, or mark the significance of a person, group, or past occurrence.
-
D.
notableEventDate
Indicates the date on which a notable or significant event associated with the subject occurred.
-
E.
famousForEvent
chosen
Indicates that an entity is widely known or recognized specifically because of a particular event.
- F. None of above.
Provenance (6 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_69ad858c61888190a31196310d9b30b5 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaeb826588190a93bcfb1242310e7 |
completed | March 8, 2026, 5:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b262675b588190bcff98e7fa3a0c77 |
completed | March 12, 2026, 6:51 a.m. |
| NEDg | Description generation | batch_69b264c6022c81908b3235e88a7ed27f |
completed | March 12, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b268bd0d3c8190a60dda0a9086c0cc |
completed | March 12, 2026, 7:18 a.m. |
| PD | Predicate disambiguation | batch_69ad9e0dc2248190a38c40f4e06cd41c |
completed | March 8, 2026, 4:04 p.m. |
Created at: March 8, 2026, 3:08 p.m.