Triple

T5298084
Position Surface form Disambiguated ID Type / Status
Subject Montagnard highland peoples E119904 entity
Predicate ethnicGroupIncludes P14193 FINISHED
Object Rhade people
The Rhade people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Austronesian language, matrilineal social structure, and traditional longhouse villages.
E510163 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: Rhade people | Statement: [Montagnard highland peoples, ethnicGroupIncludes, Rhade people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rhade people
Context triple: [Montagnard highland peoples, ethnicGroupIncludes, Rhade people]
  • A. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • B. Murri people
    The Murri people are a collective term for various Aboriginal groups from Queensland and northern New South Wales in Australia, with distinct languages, cultures, and histories tied to these regions.
  • C. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • D. Tiv people
    The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant cultural practices.
  • E. Hlubi people
    The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
  • 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: Rhade people
Triple: [Montagnard highland peoples, ethnicGroupIncludes, Rhade people]
Generated description
The Rhade people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Austronesian language, matrilineal social structure, and traditional longhouse villages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rhade people
Target entity description: The Rhade people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Austronesian language, matrilineal social structure, and traditional longhouse villages.
  • A. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • B. Murri people
    The Murri people are a collective term for various Aboriginal groups from Queensland and northern New South Wales in Australia, with distinct languages, cultures, and histories tied to these regions.
  • C. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • D. Tiv people
    The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant cultural practices.
  • E. Hlubi people
    The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
  • 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_69bf10e8212081908376eafc0291e078 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf117894d481909817346060a28d07 completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf1267a0a88190a558937fa7776ed7 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:53 p.m.