Triple

T6892516
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate includesLanguage P2177 FINISHED
Object Pintupi language
The Pintupi language is an Australian Aboriginal language traditionally spoken by the Pintupi people of the Western Desert region in central Australia.
 E641348 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: Pintupi language | Statement: [Pama–Nyungan languages, includesLanguage, Pintupi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pintupi language
Context triple: [Pama–Nyungan languages, includesLanguage, Pintupi language]
  • A. Warlpiri language
    Warlpiri is an Australian Aboriginal language spoken by the Warlpiri people of the Northern Territory, known for its complex grammar and rich system of spatial and kinship expressions.
  • B. Pitjantjatjara language
    The Pitjantjatjara language is an Australian Aboriginal language spoken by the Pitjantjatjara people of central Australia, particularly in parts of South Australia, Western Australia, and the Northern Territory.
  • C. Dyirbal language
    Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
  • D. Gundungurra language
    The Gundungurra language is an Australian Aboriginal language traditionally spoken by the Gundungurra people of the Southern Highlands and Blue Mountains region of New South Wales.
  • E. Kaurna language
    The Kaurna language is the traditional Indigenous Australian language of the Kaurna people of the Adelaide Plains in South Australia, currently undergoing revitalization after near extinction.
  • 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: Pintupi language
Triple: [Pama–Nyungan languages, includesLanguage, Pintupi language]
Generated description
The Pintupi language is an Australian Aboriginal language traditionally spoken by the Pintupi people of the Western Desert region in central Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pintupi language
Target entity description: The Pintupi language is an Australian Aboriginal language traditionally spoken by the Pintupi people of the Western Desert region in central Australia.
  • A. Warlpiri language
    Warlpiri is an Australian Aboriginal language spoken by the Warlpiri people of the Northern Territory, known for its complex grammar and rich system of spatial and kinship expressions.
  • B. Pitjantjatjara language
    The Pitjantjatjara language is an Australian Aboriginal language spoken by the Pitjantjatjara people of central Australia, particularly in parts of South Australia, Western Australia, and the Northern Territory.
  • C. Dyirbal language
    Dyirbal language is an Australian Aboriginal language traditionally spoken in northeastern Queensland, noted for its complex noun class system and distinctive grammatical structures.
  • D. Gundungurra language
    The Gundungurra language is an Australian Aboriginal language traditionally spoken by the Gundungurra people of the Southern Highlands and Blue Mountains region of New South Wales.
  • E. Kaurna language
    The Kaurna language is the traditional Indigenous Australian language of the Kaurna people of the Adelaide Plains in South Australia, currently undergoing revitalization after near extinction.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d930ab548190953291d63cbc721b completed March 27, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c79536c819092411ee37298a424 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79d234de48190acfe916150252c2e completed March 28, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_69c79db593088190b88ed299a55096d6 completed March 28, 2026, 9:21 a.m.
Created at: March 27, 2026, 2:24 p.m.