Triple

T7538424
Position Surface form Disambiguated ID Type / Status
Subject Gbaya languages E178209 entity
Predicate hasSubgroup P747 FINISHED
Object Northern Gbaya
Northern Gbaya is a Central African language variety within the Gbaya language group, spoken primarily in parts of the Central African Republic and neighboring regions.
E674534 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: Northern Gbaya | Statement: [Gbaya languages, hasSubgroup, Northern Gbaya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Gbaya
Context triple: [Gbaya languages, hasSubgroup, Northern Gbaya]
  • A. Western Gbaya
    Western Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
  • B. South Mbundu
    South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
  • C. Fongbe
    Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
  • D. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • E. Northern Bantoid
    Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
  • 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: Northern Gbaya
Triple: [Gbaya languages, hasSubgroup, Northern Gbaya]
Generated description
Northern Gbaya is a Central African language variety within the Gbaya language group, spoken primarily in parts of the Central African Republic and neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Gbaya
Target entity description: Northern Gbaya is a Central African language variety within the Gbaya language group, spoken primarily in parts of the Central African Republic and neighboring regions.
  • A. Western Gbaya
    Western Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
  • B. South Mbundu
    South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
  • C. Fongbe
    Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
  • D. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • E. Northern Bantoid
    Northern Bantoid is a subgroup of Bantoid languages spoken in parts of Central and West Africa, distinguished from Southern Bantoid by its distinct linguistic features and geographic distribution.
  • 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8710400819088e430c8c550577e completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8614c958081908021a0341dc29725 completed March 28, 2026, 11:16 p.m.
NEDg Description generation batch_69c861fd13bc8190a9ef4214267c85b5 completed March 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69c862a2f6808190942a22bf93994408 completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:48 p.m.