Triple

T9560871
Position Surface form Disambiguated ID Type / Status
Subject Yawuru E230667 entity
Predicate traditionalLanguage P6149 FINISHED
Object Yawuru language
The Yawuru language is an Australian Aboriginal language traditionally spoken by the Yawuru people of the Broome region in Western Australia, known for ongoing revitalization efforts after significant decline.
E808797 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: Yawuru language | Statement: [Yawuru, traditionalLanguage, Yawuru language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yawuru language
Context triple: [Yawuru, traditionalLanguage, Yawuru language]
  • A. Yawalapiti language
    The Yawalapiti language is an Arawakan language spoken by the Yawalapiti people of Brazil’s Upper Xingu region in the Amazon.
  • B. Yugambeh language
    The Yugambeh language is an Australian Aboriginal language traditionally spoken by the Yugambeh people of southeast Queensland and northern New South Wales.
  • C. Darumbal language
    The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
  • D. Warao language
    The Warao language is an indigenous language isolate spoken by the Warao people of northeastern Venezuela and nearby regions, particularly in the Orinoco Delta.
  • E. Juruna language
    The Juruna language is an indigenous Tupian language spoken by the Juruna (Yudjá) people of the Xingu region in Brazil.
  • 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: Yawuru language
Triple: [Yawuru, traditionalLanguage, Yawuru language]
Generated description
The Yawuru language is an Australian Aboriginal language traditionally spoken by the Yawuru people of the Broome region in Western Australia, known for ongoing revitalization efforts after significant decline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yawuru language
Target entity description: The Yawuru language is an Australian Aboriginal language traditionally spoken by the Yawuru people of the Broome region in Western Australia, known for ongoing revitalization efforts after significant decline.
  • A. Yawalapiti language
    The Yawalapiti language is an Arawakan language spoken by the Yawalapiti people of Brazil’s Upper Xingu region in the Amazon.
  • B. Yugambeh language
    The Yugambeh language is an Australian Aboriginal language traditionally spoken by the Yugambeh people of southeast Queensland and northern New South Wales.
  • C. Darumbal language
    The Darumbal language is an Australian Aboriginal language traditionally spoken by the Darumbal people of central Queensland, particularly around the Rockhampton region.
  • D. Warao language
    The Warao language is an indigenous language isolate spoken by the Warao people of northeastern Venezuela and nearby regions, particularly in the Orinoco Delta.
  • E. Juruna language
    The Juruna language is an indigenous Tupian language spoken by the Juruna (Yudjá) people of the Xingu region in Brazil.
  • 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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd994bde0c8190afcba5cb8fa8b984 completed April 1, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16144be688190b7120c4f63dc94c3 completed April 4, 2026, 7:06 p.m.
NEDg Description generation batch_69d1621d5dbc81908cf2ecb6b96fb090 completed April 4, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69d164f5e2988190a47a3de97e5c74b8 completed April 4, 2026, 7:22 p.m.
Created at: March 30, 2026, 8:03 p.m.