Triple

T5298086
Position Surface form Disambiguated ID Type / Status
Subject Montagnard highland peoples E119904 entity
Predicate ethnicGroupIncludes P14193 FINISHED
Object Mnong people
The Mnong people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Mon–Khmer language, traditional swidden agriculture, and rich animist cultural practices.
E511987 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: Mnong people | Statement: [Montagnard highland peoples, ethnicGroupIncludes, Mnong people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mnong people
Context triple: [Montagnard highland peoples, ethnicGroupIncludes, Mnong people]
  • A. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
  • B. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • C. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • D. Banjar people
    The Banjar people are an ethnic group native to South Kalimantan in Indonesian Borneo, known historically as skilled riverine traders and seafarers with a distinct Malay-influenced culture and language.
  • E. Musi people
    The Musi people are an indigenous ethnic group of South Sumatra in Indonesia, known for their Malay-based language, riverine culture along the Musi River, and traditions rooted in agriculture and trade.
  • 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: Mnong people
Triple: [Montagnard highland peoples, ethnicGroupIncludes, Mnong people]
Generated description
The Mnong people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Mon–Khmer language, traditional swidden agriculture, and rich animist cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mnong people
Target entity description: The Mnong people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Mon–Khmer language, traditional swidden agriculture, and rich animist cultural practices.
  • A. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
  • B. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • C. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • D. Banjar people
    The Banjar people are an ethnic group native to South Kalimantan in Indonesian Borneo, known historically as skilled riverine traders and seafarers with a distinct Malay-influenced culture and language.
  • E. Musi people
    The Musi people are an indigenous ethnic group of South Sumatra in Indonesia, known for their Malay-based language, riverine culture along the Musi River, and traditions rooted in agriculture and trade.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd85053e3c8190b28648056d6c5710 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf1880bec88190a5b1ca453c783444 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 1:53 p.m.