Triple

T6892498
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate hasSubgroup P747 FINISHED
Object Waka–Kabic languages
The Waka–Kabic languages are a subgroup of Australian Aboriginal languages traditionally spoken in central and southeastern Queensland.
 E627098 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: Waka–Kabic languages | Statement: [Pama–Nyungan languages, hasSubgroup, Waka–Kabic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waka–Kabic languages
Context triple: [Pama–Nyungan languages, hasSubgroup, Waka–Kabic languages]
  • A. Japonic languages
    The Japonic languages are a small language family that includes Japanese and the Ryukyuan languages, spoken primarily in Japan and the Ryukyu Islands of East Asia.
  • B. Tai–Kadai languages
    The Tai–Kadai languages are a major language family of Southeast Asia that includes Thai, Lao, and related languages spoken across mainland and parts of southern China.
  • C. Kiwaian languages
    The Kiwaian languages are a small group of closely related Papuan languages spoken primarily in the southern coastal and riverine regions of Papua New Guinea.
  • D. Yuki–Wappo languages
    The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
  • E. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • 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: Waka–Kabic languages
Triple: [Pama–Nyungan languages, hasSubgroup, Waka–Kabic languages]
Generated description
The Waka–Kabic languages are a subgroup of Australian Aboriginal languages traditionally spoken in central and southeastern Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waka–Kabic languages
Target entity description: The Waka–Kabic languages are a subgroup of Australian Aboriginal languages traditionally spoken in central and southeastern Queensland.
  • A. Japonic languages
    The Japonic languages are a small language family that includes Japanese and the Ryukyuan languages, spoken primarily in Japan and the Ryukyu Islands of East Asia.
  • B. Tai–Kadai languages
    The Tai–Kadai languages are a major language family of Southeast Asia that includes Thai, Lao, and related languages spoken across mainland and parts of southern China.
  • C. Kiwaian languages
    The Kiwaian languages are a small group of closely related Papuan languages spoken primarily in the southern coastal and riverine regions of Papua New Guinea.
  • D. Yuki–Wappo languages
    The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
  • E. Moru–Madi languages
    The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
  • 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_69c748d625908190b3b1f7cfe6360016 completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c749f7ab5c8190ab823fac27f7484d completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74a6f828c8190bf0cc56227b1a5b2 completed March 28, 2026, 3:26 a.m.
Created at: March 27, 2026, 2:24 p.m.