Triple

T12467258
Position Surface form Disambiguated ID Type / Status
Subject Ngaanyatjarra E297955 entity
Predicate peopleSpeak P741 FINISHED
Object Ngaanyatjarra language E938015 NE FINISHED

How this triple was built (3 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: Ngaanyatjarra language | Statement: [Ngaanyatjarra, peopleSpeak, Ngaanyatjarra language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngaanyatjarra language
Context triple: [Ngaanyatjarra, peopleSpeak, Ngaanyatjarra language]
  • A. Ngaanyatjarra language chosen
    The Ngaanyatjarra language is an Australian Aboriginal language of the Western Desert region, closely related to other Western Desert languages and spoken primarily by the Ngaanyatjarra people of central Western Australia.
  • B. Yankunytjatjara language
    The Yankunytjatjara language is an Australian Aboriginal language of the Western Desert group, traditionally spoken by the Yankunytjatjara people of central Australia.
  • C. 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.
  • D. Wajarri language
    Wajarri language is an Australian Aboriginal language traditionally spoken by the Yamatji people of Western Australia.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: peopleSpeak
Context triple: [Ngaanyatjarra, peopleSpeak, Ngaanyatjarra language]
  • A. speaksIn
    Indicates that an entity uses or expresses itself in a particular language or medium when speaking.
  • B. speaksWith
    Indicates that one entity engages in spoken communication or conversation with another entity.
  • C. isSpokenAround
    Indicates that something (such as a language, phrase, or expression) is commonly spoken in the vicinity of, or within the general area surrounding, a particular place or entity.
  • D. languagesSpoken chosen
    Indicates that an entity is able to communicate using one or more specified languages.
  • E. spokenPrimarilyOn
    Indicates that something (typically a language or dialect) is used mainly for spoken communication in a particular context, region, or group.
  • F. None of above.

Provenance (4 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94e626dbc8190ac7dcdb542ba9b0c completed April 10, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b82189081908deb76cdd4e65245 completed May 3, 2026, 12:49 a.m.
PD Predicate disambiguation batch_69d94d3f701c81909dd0e00251ac8553 completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:56 p.m.