Triple

T20729234
Position Surface form Disambiguated ID Type / Status
Subject Barapa Barapa people E509523 entity
Predicate languageGroup P3349 FINISHED
Object Barapa Barapa language
Barapa Barapa language is an Indigenous Australian Aboriginal language traditionally spoken by the Barapa Barapa people of southeastern Australia.
 E1447453 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: Barapa Barapa language | Statement: [Barapa Barapa people, languageGroup, Barapa Barapa language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barapa Barapa language
Context triple: [Barapa Barapa people, languageGroup, Barapa Barapa language]
  • A. Bura-Pabir language
    The Bura-Pabir language is a Chadic language spoken primarily in northeastern Nigeria by the Bura and Pabir ethnic groups.
  • B. Belhare language
    The Belhare language is a Kiranti language of the Sino-Tibetan family spoken by the Belhare community in eastern Nepal.
  • C. Ritambelbara language
    Ritambelbara is an alternative name for the Darumbal language, an Australian Aboriginal language traditionally spoken in central Queensland.
  • D. Bariai language
    The Bariai language is an Austronesian language spoken by the Bariai people of New Britain in Papua New Guinea.
  • E. Padam language
    Padam language is a Tani (Sino-Tibetan) language of northeastern India spoken by the Padam subgroup of the Mishing/Adi peoples of Arunachal Pradesh and Assam.
  • 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: Barapa Barapa language
Triple: [Barapa Barapa people, languageGroup, Barapa Barapa language]
Generated description
Barapa Barapa language is an Indigenous Australian Aboriginal language traditionally spoken by the Barapa Barapa people of southeastern Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barapa Barapa language
Target entity description: Barapa Barapa language is an Indigenous Australian Aboriginal language traditionally spoken by the Barapa Barapa people of southeastern Australia.
  • A. Bura-Pabir language
    The Bura-Pabir language is a Chadic language spoken primarily in northeastern Nigeria by the Bura and Pabir ethnic groups.
  • B. Belhare language
    The Belhare language is a Kiranti language of the Sino-Tibetan family spoken by the Belhare community in eastern Nepal.
  • C. Ritambelbara language
    Ritambelbara is an alternative name for the Darumbal language, an Australian Aboriginal language traditionally spoken in central Queensland.
  • D. Bariai language
    The Bariai language is an Austronesian language spoken by the Bariai people of New Britain in Papua New Guinea.
  • E. Padam language
    Padam language is a Tani (Sino-Tibetan) language of northeastern India spoken by the Padam subgroup of the Mishing/Adi peoples of Arunachal Pradesh and Assam.
  • 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_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1eb5d44819082d9fa410e676d91 completed April 21, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e05db8ac8190bd2e7ca0d184a426 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e15d93ec8190bbe859fb42a4a5ac completed May 16, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08e25d8cb08190ba75b792aac192ab completed May 16, 2026, 9:32 p.m.
Created at: April 16, 2026, 12:30 p.m.