Triple

T2741282
Position Surface form Disambiguated ID Type / Status
Subject Yankunytjatjara E60754 entity
Predicate languageFamily P1047 FINISHED
Object Western Desert language
Western Desert language is a large group of closely related Australian Aboriginal languages spoken across central and western Australia, including varieties such as Yankunytjatjara and Pitjantjatjara.
E295953 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: Western Desert language | Statement: [Yankunytjatjara, languageFamily, Western Desert language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Desert language
Context triple: [Yankunytjatjara, languageFamily, Western Desert language]
  • A. Sudanic Arabic belt
    The Sudanic Arabic belt is a broad region across the Sahel where closely related varieties of Arabic are spoken in a continuous chain from Chad and Sudan westward.
  • B. Saharan languages
    Saharan languages are a branch of the Nilo-Saharan language family spoken mainly across the central Sahara and Sahel regions of Africa.
  • C. Nubian languages
    The Nubian languages are a group of closely related Eastern Sudanic languages spoken primarily along the Nile in southern Egypt and northern Sudan, known for their ancient literary history and modern use among Nubian communities.
  • D. Ghadamès Berber language
    Ghadamès Berber language is a highly endangered Berber (Amazigh) language spoken by the inhabitants of the oasis town of Ghadamès in western Libya, noted for its archaic features within the Berber language family.
  • E. Safaitic Arabic
    Safaitic Arabic is an ancient North Arabian dialect known from inscriptions left by nomadic tribes in the southern Syrian and northern Arabian deserts during the first centuries CE.
  • 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: Western Desert language
Triple: [Yankunytjatjara, languageFamily, Western Desert language]
Generated description
Western Desert language is a large group of closely related Australian Aboriginal languages spoken across central and western Australia, including varieties such as Yankunytjatjara and Pitjantjatjara.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Desert language
Target entity description: Western Desert language is a large group of closely related Australian Aboriginal languages spoken across central and western Australia, including varieties such as Yankunytjatjara and Pitjantjatjara.
  • A. Sudanic Arabic belt
    The Sudanic Arabic belt is a broad region across the Sahel where closely related varieties of Arabic are spoken in a continuous chain from Chad and Sudan westward.
  • B. Saharan languages
    Saharan languages are a branch of the Nilo-Saharan language family spoken mainly across the central Sahara and Sahel regions of Africa.
  • C. Nubian languages
    The Nubian languages are a group of closely related Eastern Sudanic languages spoken primarily along the Nile in southern Egypt and northern Sudan, known for their ancient literary history and modern use among Nubian communities.
  • D. Ghadamès Berber language
    Ghadamès Berber language is a highly endangered Berber (Amazigh) language spoken by the inhabitants of the oasis town of Ghadamès in western Libya, noted for its archaic features within the Berber language family.
  • E. Safaitic Arabic
    Safaitic Arabic is an ancient North Arabian dialect known from inscriptions left by nomadic tribes in the southern Syrian and northern Arabian deserts during the first centuries CE.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb2f210881909126307cc92ebfef completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbca8ac081909ce86d4cd911b4f1 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbcc1dd988190826ab05e55adf1ee completed March 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69afbd452e1c8190a3ee9eaf642e80a0 completed March 10, 2026, 6:42 a.m.
Created at: March 6, 2026, 9:56 p.m.