Triple

T6892512
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate includesLanguage P2177 FINISHED
Object Wik-Mungkan language
Wik-Mungkan is an Australian Aboriginal language spoken by the Wik-Mungkan people of Cape York Peninsula in Queensland and is one of the better-documented members of the Pama–Nyungan family.
 E628824 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: Wik-Mungkan language | Statement: [Pama–Nyungan languages, includesLanguage, Wik-Mungkan language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wik-Mungkan language
Context triple: [Pama–Nyungan languages, includesLanguage, Wik-Mungkan language]
  • A. Munji language
    The Munji language is an Eastern Iranian language spoken by the Munji people in Afghanistan’s remote Munjan Valley, closely related to the Yidgha language of Pakistan.
  • B. Modang language
    The Modang language is an Austronesian language spoken by the Modang people of Borneo, primarily in East Kalimantan, Indonesia.
  • C. Maanyan language
    Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
  • D. Kumbewaha language
    The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
  • E. Mampruli language
    Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
  • 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: Wik-Mungkan language
Triple: [Pama–Nyungan languages, includesLanguage, Wik-Mungkan language]
Generated description
Wik-Mungkan is an Australian Aboriginal language spoken by the Wik-Mungkan people of Cape York Peninsula in Queensland and is one of the better-documented members of the Pama–Nyungan family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wik-Mungkan language
Target entity description: Wik-Mungkan is an Australian Aboriginal language spoken by the Wik-Mungkan people of Cape York Peninsula in Queensland and is one of the better-documented members of the Pama–Nyungan family.
  • A. Munji language
    The Munji language is an Eastern Iranian language spoken by the Munji people in Afghanistan’s remote Munjan Valley, closely related to the Yidgha language of Pakistan.
  • B. Modang language
    The Modang language is an Austronesian language spoken by the Modang people of Borneo, primarily in East Kalimantan, Indonesia.
  • C. Maanyan language
    Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
  • D. Kumbewaha language
    The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
  • E. Mampruli language
    Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
  • 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_69c7511fbe808190bc3dfb7c34a7cbb6 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7524d677c81909531ba9bb46f2632 completed March 28, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c752bef2808190843f3cad53aa5702 completed March 28, 2026, 4:02 a.m.
Created at: March 27, 2026, 2:24 p.m.