Triple

T19145336
Position Surface form Disambiguated ID Type / Status
Subject Gbaya E468663 entity
Predicate languageBranch P1967 FINISHED
Object Adamawa-Ubangi
Adamawa-Ubangi is a major branch of the Niger-Congo language family comprising numerous languages spoken primarily in Central and West Africa.
E1360731 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: Adamawa-Ubangi | Statement: [Gbaya, languageBranch, Adamawa-Ubangi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adamawa-Ubangi
Context triple: [Gbaya, languageBranch, Adamawa-Ubangi]
  • A. Ubangi River
    The Ubangi River is a major Central African waterway that forms part of the border between the Democratic Republic of the Congo and the Central African Republic before joining the Congo River.
  • B. Sanaga River
    The Sanaga River is the longest river in Cameroon, flowing from the central highlands to the Atlantic Ocean and serving as a major source of hydroelectric power and water resources for the country.
  • C. Uda River
    The Uda River is a significant river in eastern Siberia, Russia, that flows through Buryatia and serves as one of the main waterways feeding the Selenga River basin.
  • D. Eggua
    Eggua is a prominent town in Yewa North Local Government Area of Ogun State, southwestern Nigeria.
  • E. Uélé River
    The Uélé River is a major river in northeastern Democratic Republic of the Congo that forms part of the headwaters of the Ubangi River, a key tributary of the Congo River.
  • 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: Adamawa-Ubangi
Triple: [Gbaya, languageBranch, Adamawa-Ubangi]
Generated description
Adamawa-Ubangi is a major branch of the Niger-Congo language family comprising numerous languages spoken primarily in Central and West Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adamawa-Ubangi
Target entity description: Adamawa-Ubangi is a major branch of the Niger-Congo language family comprising numerous languages spoken primarily in Central and West Africa.
  • A. Ubangi River
    The Ubangi River is a major Central African waterway that forms part of the border between the Democratic Republic of the Congo and the Central African Republic before joining the Congo River.
  • B. Sanaga River
    The Sanaga River is the longest river in Cameroon, flowing from the central highlands to the Atlantic Ocean and serving as a major source of hydroelectric power and water resources for the country.
  • C. Uda River
    The Uda River is a significant river in eastern Siberia, Russia, that flows through Buryatia and serves as one of the main waterways feeding the Selenga River basin.
  • D. Eggua
    Eggua is a prominent town in Yewa North Local Government Area of Ogun State, southwestern Nigeria.
  • E. Uélé River
    The Uélé River is a major river in northeastern Democratic Republic of the Congo that forms part of the headwaters of the Ubangi River, a key tributary of the Congo River.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e978b0b481909a531efa030c5def completed April 20, 2026, 8:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f24e34c4819090954c2b79ab20bb completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f366e514819080de839bdde22fc2 completed May 15, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4039ca881908679e5da604eea50 completed May 15, 2026, 10:22 a.m.
Created at: April 10, 2026, 12:06 p.m.