Triple

T9051603
Position Surface form Disambiguated ID Type / Status
Subject Bahnaric E216896 entity
Predicate hasSubgroup P747 FINISHED
Object South Bahnaric
South Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken in parts of mainland Southeast Asia.
E777092 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: South Bahnaric | Statement: [Bahnaric, hasSubgroup, South Bahnaric]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Bahnaric
Context triple: [Bahnaric, hasSubgroup, South Bahnaric]
  • A. 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.
  • B. 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.
  • C. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • D. M'Nông
    The M'Nông are an indigenous ethnic group of Vietnam known for their traditional swidden agriculture, rich oral epics, and gong-based musical culture.
  • E. Tenasserim
    Tenasserim is a long, narrow coastal region in southern Myanmar along the Andaman Sea, historically significant as a frontier area between Burmese and Thai kingdoms.
  • 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: South Bahnaric
Triple: [Bahnaric, hasSubgroup, South Bahnaric]
Generated description
South Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken in parts of mainland Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Bahnaric
Target entity description: South Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken in parts of mainland Southeast Asia.
  • A. 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.
  • B. 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.
  • C. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • D. M'Nông
    The M'Nông are an indigenous ethnic group of Vietnam known for their traditional swidden agriculture, rich oral epics, and gong-based musical culture.
  • E. Tenasserim
    Tenasserim is a long, narrow coastal region in southern Myanmar along the Andaman Sea, historically significant as a frontier area between Burmese and Thai kingdoms.
  • 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_69d0177fb9108190846fe872bb003b08 completed April 3, 2026, 7:39 p.m.
NEDg Description generation batch_69d019059e8481909a696575366aa0b6 completed April 3, 2026, 7:46 p.m.
NED2 Entity disambiguation (via description) batch_69d019a2736c8190880c8f3786cf353b completed April 3, 2026, 7:48 p.m.
Created at: March 30, 2026, 7:10 p.m.