Triple

T5979135
Position Surface form Disambiguated ID Type / Status
Subject Central Highlands E133074 entity
Predicate ethnicGroup P194 FINISHED
Object Bahnar
The Bahnar are an indigenous ethnic group of Vietnam known for their distinct Austroasiatic language, communal stilt houses, and rich gong-based musical traditions.
 E558501 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: Bahnar | Statement: [Central Highlands, ethnicGroup, Bahnar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bahnar
Context triple: [Central Highlands, ethnicGroup, Bahnar]
  • A. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • B. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • C. Pa'O people
    The Pa'O people are an ethnic minority group primarily inhabiting Myanmar’s Shan State, known for their distinct traditional dress, language, and agricultural lifestyle.
  • D. Hmong
    Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
  • E. Muong
    The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
  • 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: Bahnar
Triple: [Central Highlands, ethnicGroup, Bahnar]
Generated description
The Bahnar are an indigenous ethnic group of Vietnam known for their distinct Austroasiatic language, communal stilt houses, and rich gong-based musical traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bahnar
Target entity description: The Bahnar are an indigenous ethnic group of Vietnam known for their distinct Austroasiatic language, communal stilt houses, and rich gong-based musical traditions.
  • A. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • B. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • C. Pa'O people
    The Pa'O people are an ethnic minority group primarily inhabiting Myanmar’s Shan State, known for their distinct traditional dress, language, and agricultural lifestyle.
  • D. Hmong
    Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
  • E. Muong
    The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a40233081909c04f62ec0382bfd completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e41d23848190bc7835eb6313b6a5 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0e6b43d008190b4a1653fe7a07dc9 completed March 23, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0eaafaf7c8190875bf892765664f1 completed March 23, 2026, 7:24 a.m.
Created at: March 22, 2026, 4:04 p.m.