Triple

T6472835
Position Surface form Disambiguated ID Type / Status
Subject Laiyolo–Kaili languages E145995 entity
Predicate hasAlternativeName P39 FINISHED
Object Laiyolo–Kaili subgroup
The Laiyolo–Kaili subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in Sulawesi, Indonesia.
 E596590 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: Laiyolo–Kaili subgroup | Statement: [Laiyolo–Kaili languages, hasAlternativeName, Laiyolo–Kaili subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laiyolo–Kaili subgroup
Context triple: [Laiyolo–Kaili languages, hasAlternativeName, Laiyolo–Kaili subgroup]
  • A. Angas–Sura subgroup
    The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
  • B. Segai–Modang subgroup
    The Segai–Modang subgroup is a branch of the Kayanic languages comprising closely related indigenous languages spoken by Segai and Modang communities in Borneo.
  • C. Manda–Pengo subgroup
    The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
  • D. Dorla subgroup
    The Dorla subgroup is a distinct community within the broader Gondi people, characterized by its own cultural practices, dialectal features, and regional identity in central India.
  • E. Gondi–Kui subgroup
    The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
  • 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: Laiyolo–Kaili subgroup
Triple: [Laiyolo–Kaili languages, hasAlternativeName, Laiyolo–Kaili subgroup]
Generated description
The Laiyolo–Kaili subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laiyolo–Kaili subgroup
Target entity description: The Laiyolo–Kaili subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in Sulawesi, Indonesia.
  • A. Angas–Sura subgroup
    The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
  • B. Segai–Modang subgroup
    The Segai–Modang subgroup is a branch of the Kayanic languages comprising closely related indigenous languages spoken by Segai and Modang communities in Borneo.
  • C. Manda–Pengo subgroup
    The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
  • D. Dorla subgroup
    The Dorla subgroup is a distinct community within the broader Gondi people, characterized by its own cultural practices, dialectal features, and regional identity in central India.
  • E. Gondi–Kui subgroup
    The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a3188488190a1b7452ede91ba5e completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6539fe1e08190ae0004ed2113e319 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6564a79b08190818ecd149aa34698 completed March 27, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69c6570477348190bdc1f0b2eb781c84 completed March 27, 2026, 10:08 a.m.
Created at: March 22, 2026, 4:50 p.m.