Triple

T6728609
Position Surface form Disambiguated ID Type / Status
Subject Vietic languages E153577 entity
Predicate hasSubgroup P747 FINISHED
Object Maleng–Phong subgroup
The Maleng–Phong subgroup is a branch of the Vietic language family comprising closely related minority languages spoken primarily in Laos and Vietnam.
 E615593 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: Maleng–Phong subgroup | Statement: [Vietic languages, hasSubgroup, Maleng–Phong subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maleng–Phong subgroup
Context triple: [Vietic languages, hasSubgroup, Maleng–Phong subgroup]
  • A. Laiyolo–Kaili subgroup
    The Laiyolo–Kaili subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in Sulawesi, Indonesia.
  • B. 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.
  • 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. 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.
  • 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: Maleng–Phong subgroup
Triple: [Vietic languages, hasSubgroup, Maleng–Phong subgroup]
Generated description
The Maleng–Phong subgroup is a branch of the Vietic language family comprising closely related minority languages spoken primarily in Laos and Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maleng–Phong subgroup
Target entity description: The Maleng–Phong subgroup is a branch of the Vietic language family comprising closely related minority languages spoken primarily in Laos and Vietnam.
  • A. Laiyolo–Kaili subgroup
    The Laiyolo–Kaili subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in Sulawesi, Indonesia.
  • B. 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.
  • 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. 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.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d153ef9c8190a31021227d814d82 completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b00ba9c8190aaae2220972ff4f2 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70c5fc9c88190ba499b0a9e7bcbc2 completed March 27, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69c70d0fcbc08190b3a7d0de3c634a5f completed March 27, 2026, 11:04 p.m.
Created at: March 27, 2026, 2:08 p.m.