Triple

T11494565
Position Surface form Disambiguated ID Type / Status
Subject East New Britain Province E272500 entity
Predicate hasCulturalPractice P3114 FINISHED
Object Dukduk secret society
The Dukduk secret society is a traditional Tolai male initiation and law-enforcement cult in East New Britain, Papua New Guinea, known for its masked dancers who embody powerful ancestral and spirit figures during ritual performances.
E929079 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: Dukduk secret society | Statement: [East New Britain Province, hasCulturalPractice, Dukduk secret society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dukduk secret society
Context triple: [East New Britain Province, hasCulturalPractice, Dukduk secret society]
  • A. Dogok-dong
    Dogok-dong is a residential neighborhood in Seoul, South Korea, known for its affluent apartment complexes and location within the upscale Gangnam area.
  • B. Kory-Kory
    Kory-Kory is a native islander and devoted attendant who guides and cares for the narrator in Herman Melville’s novel "Typee."
  • C. Den Den Town
    Den Den Town is Osaka’s main electronics and otaku shopping district, known for its anime, manga, game shops, and discount electronics stores.
  • D. The Bitchun Society
    The Bitchun Society is a post-scarcity, reputation-based future society from Cory Doctorow’s novel "Down and Out in the Magic Kingdom," where death is obsolete and social capital replaces money.
  • E. Kabu Kabu
    Kabu Kabu is a speculative fiction short story collection by Nnedi Okorafor that blends African folklore, magical realism, and contemporary themes.
  • 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: Dukduk secret society
Triple: [East New Britain Province, hasCulturalPractice, Dukduk secret society]
Generated description
The Dukduk secret society is a traditional Tolai male initiation and law-enforcement cult in East New Britain, Papua New Guinea, known for its masked dancers who embody powerful ancestral and spirit figures during ritual performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dukduk secret society
Target entity description: The Dukduk secret society is a traditional Tolai male initiation and law-enforcement cult in East New Britain, Papua New Guinea, known for its masked dancers who embody powerful ancestral and spirit figures during ritual performances.
  • A. Dogok-dong
    Dogok-dong is a residential neighborhood in Seoul, South Korea, known for its affluent apartment complexes and location within the upscale Gangnam area.
  • B. Kory-Kory
    Kory-Kory is a native islander and devoted attendant who guides and cares for the narrator in Herman Melville’s novel "Typee."
  • C. Den Den Town
    Den Den Town is Osaka’s main electronics and otaku shopping district, known for its anime, manga, game shops, and discount electronics stores.
  • D. The Bitchun Society
    The Bitchun Society is a post-scarcity, reputation-based future society from Cory Doctorow’s novel "Down and Out in the Magic Kingdom," where death is obsolete and social capital replaces money.
  • E. Kabu Kabu
    Kabu Kabu is a speculative fiction short story collection by Nnedi Okorafor that blends African folklore, magical realism, and contemporary themes.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85ddffdf88190a00e94ad5b8b91a5 completed April 10, 2026, 2:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6048a05c88190968f7827c5dd5342 completed April 20, 2026, 10:48 a.m.
NEDg Description generation batch_69e610a6de0c8190aabda7ef7b7063a6 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e61842b8848190b454cee480c69f7a completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.