Triple

T2441978
Position Surface form Disambiguated ID Type / Status
Subject Aboriginal languages E53296 entity
Predicate includes P1393 FINISHED
Object 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.
E272067 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: Arrernte languages | Statement: [Aboriginal languages, includes, Arrernte languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arrernte languages
Context triple: [Aboriginal languages, includes, Arrernte languages]
  • A. Yolŋu languages
    Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
  • B. Aboriginal languages
    Aboriginal languages are the diverse Indigenous languages of Australia, spoken by Aboriginal and Torres Strait Islander peoples and forming a key part of the continent’s oldest continuous cultures.
  • C. Pama–Nyungan languages
    The Pama–Nyungan languages are a large and widespread family of Indigenous Australian languages that cover most of the Australian continent and include many of its best-known Aboriginal tongues.
  • D. Gamilaraay language
    The Gamilaraay language is an Australian Aboriginal language traditionally spoken by the Gamilaraay (Kamilaroi) people of northern New South Wales and southern Queensland, and is the focus of ongoing revitalization efforts.
  • E. Huon Gulf languages
    The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
  • 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: Arrernte languages
Triple: [Aboriginal languages, includes, Arrernte languages]
Generated description
Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arrernte languages
Target entity description: Arrernte languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Arrernte people of Central Australia, particularly around Alice Springs.
  • A. Yolŋu languages
    Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
  • B. Aboriginal languages
    Aboriginal languages are the diverse Indigenous languages of Australia, spoken by Aboriginal and Torres Strait Islander peoples and forming a key part of the continent’s oldest continuous cultures.
  • C. Pama–Nyungan languages
    The Pama–Nyungan languages are a large and widespread family of Indigenous Australian languages that cover most of the Australian continent and include many of its best-known Aboriginal tongues.
  • D. Gamilaraay language
    The Gamilaraay language is an Australian Aboriginal language traditionally spoken by the Gamilaraay (Kamilaroi) people of northern New South Wales and southern Queensland, and is the focus of ongoing revitalization efforts.
  • E. Huon Gulf languages
    The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
  • 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_69ab495b6dac8190ac82661aa1452222 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9f94e388190b6e49d4f7bbb6697 completed March 7, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f80d81c8190990b5037bb09b8db completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af2031a64c819080b1c4a3b941d84c completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20bf8e488190ac79327042d47853 completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:43 p.m.