Triple

T9051601
Position Surface form Disambiguated ID Type / Status
Subject Bahnaric E216896 entity
Predicate hasSubgroup P747 FINISHED
Object 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.
 E775489 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: North Bahnaric | Statement: [Bahnaric, hasSubgroup, North Bahnaric]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Bahnaric
Context triple: [Bahnaric, hasSubgroup, North Bahnaric]
  • A. Teangue
    Teangue is a small crofting settlement on the Sleat peninsula of the Isle of Skye in the Scottish Highlands.
  • B. Nokor Reach
    Nokor Reach is the national anthem of Cambodia, a patriotic song that reflects the country's royal heritage and cultural identity.
  • C. Viengsay
    Viengsay is a renowned Cuban ballet dancer and artistic director known for her virtuosity and leadership of the National Ballet of Cuba.
  • D. Long Tieng
    Long Tieng was a secretive military base and airstrip in Laos that served as the main stronghold for CIA-backed Hmong forces during the Laotian Civil War.
  • E. Bounoura
    Bounoura is a historic town in Algeria’s M’zab Valley, known for its traditional Ibadi Muslim community and distinctive Saharan architecture.
  • 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: North Bahnaric
Triple: [Bahnaric, hasSubgroup, North Bahnaric]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Bahnaric
Target entity description: 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.
  • A. Teangue
    Teangue is a small crofting settlement on the Sleat peninsula of the Isle of Skye in the Scottish Highlands.
  • B. Nokor Reach
    Nokor Reach is the national anthem of Cambodia, a patriotic song that reflects the country's royal heritage and cultural identity.
  • C. Viengsay
    Viengsay is a renowned Cuban ballet dancer and artistic director known for her virtuosity and leadership of the National Ballet of Cuba.
  • D. Long Tieng
    Long Tieng was a secretive military base and airstrip in Laos that served as the main stronghold for CIA-backed Hmong forces during the Laotian Civil War.
  • E. Bounoura
    Bounoura is a historic town in Algeria’s M’zab Valley, known for its traditional Ibadi Muslim community and distinctive Saharan architecture.
  • 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_69cfebc90bf88190bbcdab07ca93f569 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfecf7fce08190a9b80044a2ae9745 completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cff0ea8c388190bd95233db9c69038 completed April 3, 2026, 4:55 p.m.
Created at: March 30, 2026, 7:10 p.m.