Triple

T6892504
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate includesLanguage P2177 FINISHED
Object 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.
 E630203 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: Warlpiri language | Statement: [Pama–Nyungan languages, includesLanguage, Warlpiri language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warlpiri language
Context triple: [Pama–Nyungan languages, includesLanguage, Warlpiri language]
  • A. 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.
  • B. Arrernte languages
    Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
  • C. Tiwi language
    Tiwi language is an Australian Aboriginal language spoken by the Tiwi people of the Tiwi Islands, known for its complex morphology and relative isolation from other language families.
  • D. Ngunnawal language
    The Ngunnawal language is an Australian Aboriginal language traditionally spoken by the Ngunnawal people of the Canberra and surrounding region in southeastern Australia.
  • E. Yankunytjatjara language
    The Yankunytjatjara language is an Australian Aboriginal language of the Western Desert group, traditionally spoken by the Yankunytjatjara people of central Australia.
  • 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: Warlpiri language
Triple: [Pama–Nyungan languages, includesLanguage, Warlpiri language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warlpiri language
Target entity description: 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.
  • A. 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.
  • B. Arrernte languages
    Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
  • C. Tiwi language
    Tiwi language is an Australian Aboriginal language spoken by the Tiwi people of the Tiwi Islands, known for its complex morphology and relative isolation from other language families.
  • D. Ngunnawal language
    The Ngunnawal language is an Australian Aboriginal language traditionally spoken by the Ngunnawal people of the Canberra and surrounding region in southeastern Australia.
  • E. Yankunytjatjara language
    The Yankunytjatjara language is an Australian Aboriginal language of the Western Desert group, traditionally spoken by the Yankunytjatjara people of central Australia.
  • 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_69c7584189008190b908f530a4525885 completed March 28, 2026, 4:25 a.m.
NEDg Description generation batch_69c758db4240819083880efae7af6e11 completed March 28, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69c759299b5481908181160055f5757b completed March 28, 2026, 4:29 a.m.
Created at: March 27, 2026, 2:24 p.m.