Triple

T11622124
Position Surface form Disambiguated ID Type / Status
Subject Birpai people E276163 entity
Predicate language P15 FINISHED
Object Birpai language
The Birpai language is an Indigenous Australian Aboriginal language traditionally spoken by the Birpai people of the mid-north coast of New South Wales.
 E938163 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: Birpai language | Statement: [Birpai people, language, Birpai language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Birpai language
Context triple: [Birpai people, language, Birpai language]
  • A. Bipi language
    The Bipi language is an Oceanic Austronesian language spoken by the Bipi people of the Admiralty Islands in Papua New Guinea.
  • B. Bakumpai language
    The Bakumpai language is an Austronesian language spoken by the Bakumpai people of central Kalimantan in Indonesia, closely related to other Dayak and Malayic languages of Borneo.
  • C. Bura-Pabir language
    The Bura-Pabir language is a Chadic language spoken primarily in northeastern Nigeria by the Bura and Pabir ethnic groups.
  • D. Birifor language
    The Birifor language is a Gur language spoken primarily by the Birifor people in parts of Ghana, Burkina Faso, and Côte d’Ivoire.
  • E. Baniwa language
    Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
  • 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: Birpai language
Triple: [Birpai people, language, Birpai language]
Generated description
The Birpai language is an Indigenous Australian Aboriginal language traditionally spoken by the Birpai people of the mid-north coast of New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Birpai language
Target entity description: The Birpai language is an Indigenous Australian Aboriginal language traditionally spoken by the Birpai people of the mid-north coast of New South Wales.
  • A. Bipi language
    The Bipi language is an Oceanic Austronesian language spoken by the Bipi people of the Admiralty Islands in Papua New Guinea.
  • B. Bakumpai language
    The Bakumpai language is an Austronesian language spoken by the Bakumpai people of central Kalimantan in Indonesia, closely related to other Dayak and Malayic languages of Borneo.
  • C. Bura-Pabir language
    The Bura-Pabir language is a Chadic language spoken primarily in northeastern Nigeria by the Bura and Pabir ethnic groups.
  • D. Birifor language
    The Birifor language is a Gur language spoken primarily by the Birifor people in parts of Ghana, Burkina Faso, and Côte d’Ivoire.
  • E. Baniwa language
    Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a122a3708190ab6513dad4c4fde7 completed April 10, 2026, 7:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee8762586481909a4b563c827487e0 completed April 26, 2026, 9:45 p.m.
NEDg Description generation batch_69eeb310e04c8190a1004662d5bbc015 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee95dfff48190a3c3022cdfc6dafc completed April 27, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:39 p.m.