Triple

T7840803
Position Surface form Disambiguated ID Type / Status
Subject Western Oceanic E181797 entity
Predicate hasSubgroup P747 FINISHED
Object Kandas–Ramoaaina languages
The Kandas–Ramoaaina languages are a small subgroup of Western Oceanic Austronesian languages spoken in parts of Papua New Guinea.
 E701934 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: Kandas–Ramoaaina languages | Statement: [Western Oceanic, hasSubgroup, Kandas–Ramoaaina languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kandas–Ramoaaina languages
Context triple: [Western Oceanic, hasSubgroup, Kandas–Ramoaaina languages]
  • A. Muna–Buton languages
    The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
  • B. 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.
  • C. Ruvu languages
    The Ruvu languages are a subgroup of Bantu languages spoken primarily in eastern Tanzania, characterized by close mutual relationships and shared phonological and grammatical features.
  • D. Malakula languages
    The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
  • E. Laiyolo–Kaili languages
    The Laiyolo–Kaili languages are a subgroup of Austronesian languages spoken in Sulawesi, Indonesia, known for their shared linguistic features within the broader Celebic branch.
  • 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: Kandas–Ramoaaina languages
Triple: [Western Oceanic, hasSubgroup, Kandas–Ramoaaina languages]
Generated description
The Kandas–Ramoaaina languages are a small subgroup of Western Oceanic Austronesian languages spoken in parts of Papua New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kandas–Ramoaaina languages
Target entity description: The Kandas–Ramoaaina languages are a small subgroup of Western Oceanic Austronesian languages spoken in parts of Papua New Guinea.
  • A. Muna–Buton languages
    The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
  • B. 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.
  • C. Ruvu languages
    The Ruvu languages are a subgroup of Bantu languages spoken primarily in eastern Tanzania, characterized by close mutual relationships and shared phonological and grammatical features.
  • D. Malakula languages
    The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
  • E. Laiyolo–Kaili languages
    The Laiyolo–Kaili languages are a subgroup of Austronesian languages spoken in Sulawesi, Indonesia, known for their shared linguistic features within the broader Celebic branch.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb14c589748190b34d0911d373e194 completed March 31, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdf0394348190b5928ffb9e3df45e completed March 31, 2026, 2:49 p.m.
NEDg Description generation batch_69cbe436e20481908b297cd94eafbeec completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc0c32aac081909cdd0d69cacdd27f completed March 31, 2026, 6:02 p.m.
Created at: March 30, 2026, 4:47 p.m.