Triple

T11370158
Position Surface form Disambiguated ID Type / Status
Subject Yolŋu languages E269319 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Djapu
Djapu is a Yolŋu Aboriginal Australian language spoken in northeastern Arnhem Land, known for its complex kinship terms and rich ceremonial song traditions.
 E921823 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: Djapu | Statement: [Yolŋu languages, hasNotableLanguage, Djapu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Djapu
Context triple: [Yolŋu languages, hasNotableLanguage, Djapu]
  • A. Djoeka
    Djoeka, also known as Njuká, is a Maroon ethnic group in Suriname and French Guiana descended from escaped African slaves who established independent communities in the rainforest.
  • B. Kutoarjo
    Kutoarjo is a town in Central Java, Indonesia, known as a regional transport hub and local commercial center.
  • C. Tupuri
    The Tupuri are an ethnic group of Central Africa, primarily living in northern Cameroon and southwestern Chad, known for their distinct language and agrarian lifestyle.
  • D. Jopara
    Jopara is a mixed language spoken in Paraguay that blends Guaraní and Spanish in everyday communication.
  • E. Kurawa
    Kurawa are the antagonistic royal cousins of the Pandawa in Javanese and broader Indonesian adaptations of the Mahabharata, often portrayed as embodiments of greed, envy, and tyranny.
  • 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: Djapu
Triple: [Yolŋu languages, hasNotableLanguage, Djapu]
Generated description
Djapu is a Yolŋu Aboriginal Australian language spoken in northeastern Arnhem Land, known for its complex kinship terms and rich ceremonial song traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Djapu
Target entity description: Djapu is a Yolŋu Aboriginal Australian language spoken in northeastern Arnhem Land, known for its complex kinship terms and rich ceremonial song traditions.
  • A. Djoeka
    Djoeka, also known as Njuká, is a Maroon ethnic group in Suriname and French Guiana descended from escaped African slaves who established independent communities in the rainforest.
  • B. Kutoarjo
    Kutoarjo is a town in Central Java, Indonesia, known as a regional transport hub and local commercial center.
  • C. Tupuri
    The Tupuri are an ethnic group of Central Africa, primarily living in northern Cameroon and southwestern Chad, known for their distinct language and agrarian lifestyle.
  • D. Jopara
    Jopara is a mixed language spoken in Paraguay that blends Guaraní and Spanish in everyday communication.
  • E. Kurawa
    Kurawa are the antagonistic royal cousins of the Pandawa in Javanese and broader Indonesian adaptations of the Mahabharata, often portrayed as embodiments of greed, envy, and tyranny.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea89e1148190b0ca29db9d7e2cbd completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5567b67f88190b0412e30b346d36d completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c7de3c8190befb6d7131129a2c completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a776390819082d47ad00cf1862b completed April 19, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:33 p.m.