Triple

T9051602
Position Surface form Disambiguated ID Type / Status
Subject Bahnaric E216896 entity
Predicate hasSubgroup P747 FINISHED
Object Central Bahnaric
Central Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken primarily in Vietnam and neighboring regions.
 E775985 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: Central Bahnaric | Statement: [Bahnaric, hasSubgroup, Central Bahnaric]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Central Bahnaric
Context triple: [Bahnaric, hasSubgroup, Central Bahnaric]
  • A. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • B. 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.
  • C. North Bahnaric
    North Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related minority languages spoken primarily in Vietnam and surrounding regions.
  • D. Khmer Krom region
    The Khmer Krom region is a historically Khmer-inhabited area in today’s southern Vietnam, particularly the Mekong Delta, known for its longstanding cultural and political significance to the Khmer people.
  • E. Sama–Bajaw
    Sama–Bajaw is a collective term for a group of closely related Austronesian ethnic groups and languages traditionally associated with seafaring communities in the southern Philippines, eastern Malaysia, and surrounding regions of Maritime Southeast Asia.
  • 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: Central Bahnaric
Triple: [Bahnaric, hasSubgroup, Central Bahnaric]
Generated description
Central Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken primarily in Vietnam and neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Central Bahnaric
Target entity description: Central Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken primarily in Vietnam and neighboring regions.
  • A. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • B. 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.
  • C. North Bahnaric
    North Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related minority languages spoken primarily in Vietnam and surrounding regions.
  • D. Khmer Krom region
    The Khmer Krom region is a historically Khmer-inhabited area in today’s southern Vietnam, particularly the Mekong Delta, known for its longstanding cultural and political significance to the Khmer people.
  • E. Sama–Bajaw
    Sama–Bajaw is a collective term for a group of closely related Austronesian ethnic groups and languages traditionally associated with seafaring communities in the southern Philippines, eastern Malaysia, and surrounding regions of Maritime Southeast Asia.
  • 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_69ca83d362e88190ae44b4e4dc194209 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7a700de48190aa9f61d850e01cbd completed April 1, 2026, 1:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffdbd54848190ba79d873321f4fc9 completed April 3, 2026, 5:49 p.m.
NEDg Description generation batch_69d000d2c5688190b014ce33c04ff875 completed April 3, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69d001a1056c819083793547dbd4b1ee completed April 3, 2026, 6:06 p.m.
Created at: March 30, 2026, 7:10 p.m.