Triple

T3904893
Position Surface form Disambiguated ID Type / Status
Subject Swazi people E90581 entity
Predicate culturalPractice P1114 FINISHED
Object Incwala ceremony
The Incwala ceremony is a central Swazi royal and national ritual that marks the annual renewal of kingship and communal unity through sacred dances, rites, and the first fruits celebration.
E398949 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: Incwala ceremony | Statement: [Swazi people, culturalPractice, Incwala ceremony]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Incwala ceremony
Context triple: [Swazi people, culturalPractice, Incwala ceremony]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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: Incwala ceremony
Triple: [Swazi people, culturalPractice, Incwala ceremony]
Generated description
The Incwala ceremony is a central Swazi royal and national ritual that marks the annual renewal of kingship and communal unity through sacred dances, rites, and the first fruits celebration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Incwala ceremony
Target entity description: The Incwala ceremony is a central Swazi royal and national ritual that marks the annual renewal of kingship and communal unity through sacred dances, rites, and the first fruits celebration.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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_69b528540ad48190ac86774c76a2ffd4 completed March 14, 2026, 9:20 a.m.
NEDg Description generation batch_69b5292b13a08190bf23231285adae38 completed March 14, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69b529600884819098cb208e38e6281a completed March 14, 2026, 9:24 a.m.
Created at: March 9, 2026, 3:22 p.m.