Triple

T1945910
Position Surface form Disambiguated ID Type / Status
Subject Austroasiatic E42054 entity
Predicate hasLanguage P15 FINISHED
Object Bahnar language
The Bahnar language is an Austroasiatic language spoken primarily by the Bahnar ethnic group in Vietnam’s Central Highlands.
 E216896 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 language | Statement: [Austroasiatic, hasLanguage, Bahnar language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bahnar language
Context triple: [Austroasiatic, hasLanguage, Bahnar language]
  • A. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • B. Pa’O language
    The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
  • C. Maanyan language
    Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
  • D. Reang language
    Reang language is a Tibeto-Burman tribal language spoken primarily by the Reang (Bru) community of Tripura and neighboring regions in Northeast India.
  • E. Banggai language
    The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
  • 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 language
Triple: [Austroasiatic, hasLanguage, Bahnar language]
Generated description
The Bahnar language is an Austroasiatic language spoken primarily by the Bahnar ethnic group in Vietnam’s Central Highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bahnar language
Target entity description: The Bahnar language is an Austroasiatic language spoken primarily by the Bahnar ethnic group in Vietnam’s Central Highlands.
  • A. Bahnaric chosen
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • B. Pa’O language
    The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
  • C. Maanyan language
    Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
  • D. Reang language
    Reang language is a Tibeto-Burman tribal language spoken primarily by the Reang (Bru) community of Tripura and neighboring regions in Northeast India.
  • E. Banggai language
    The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
  • F. None of above.

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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb300af2481908ae359972843c1ef completed March 7, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fd173b881909fbd454fc9d7fabb completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2078f5bc81909e4226e4f4188e87 completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae2121a43481908ea6eef3d4e06407 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:36 p.m.