Triple

T10043153
Position Surface form Disambiguated ID Type / Status
Subject Cushitic E205344 entity
Predicate hasSubbranch P1185 FINISHED
Object Omo-Tana
Omo-Tana is a subbranch of the Cushitic language family comprising several closely related languages spoken primarily in parts of Ethiopia, Kenya, and Somalia.
 E837604 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: Omo-Tana | Statement: [Cushitic, hasSubbranch, Omo-Tana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Omo-Tana
Context triple: [Cushitic, hasSubbranch, Omo-Tana]
  • A. Omoba
    Omoba is a popular Afro-pop single by Nigerian artist D'Prince, known for its catchy hooks and club-friendly production.
  • B. Omagua
    Omagua is an indigenous language of the Amazon Basin, historically spoken by the Omagua people along the upper Amazon River and belonging to the Tupi–Guaraní branch of the Tupian language family.
  • C. Odogbolu
    Odogbolu is a town and local government area in Ogun State, southwestern Nigeria, historically under the traditional authority of the Awujale of Ijebu.
  • D. Ogbadibo
    Ogbadibo is a local government area in Benue State, Nigeria, predominantly inhabited by the Idoma people.
  • E. Akwamu
    Akwamu was a powerful early modern West African kingdom of the Akan people, known for its military expansion and control of key trade routes in what is now Ghana.
  • 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: Omo-Tana
Triple: [Cushitic, hasSubbranch, Omo-Tana]
Generated description
Omo-Tana is a subbranch of the Cushitic language family comprising several closely related languages spoken primarily in parts of Ethiopia, Kenya, and Somalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Omo-Tana
Target entity description: Omo-Tana is a subbranch of the Cushitic language family comprising several closely related languages spoken primarily in parts of Ethiopia, Kenya, and Somalia.
  • A. Omoba
    Omoba is a popular Afro-pop single by Nigerian artist D'Prince, known for its catchy hooks and club-friendly production.
  • B. Omagua
    Omagua is an indigenous language of the Amazon Basin, historically spoken by the Omagua people along the upper Amazon River and belonging to the Tupi–Guaraní branch of the Tupian language family.
  • C. Odogbolu
    Odogbolu is a town and local government area in Ogun State, southwestern Nigeria, historically under the traditional authority of the Awujale of Ijebu.
  • D. Ogbadibo
    Ogbadibo is a local government area in Benue State, Nigeria, predominantly inhabited by the Idoma people.
  • E. Akwamu
    Akwamu was a powerful early modern West African kingdom of the Akan people, known for its military expansion and control of key trade routes in what is now Ghana.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf60a2208190846e57b5f5649307 completed April 2, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28278235c8190a5e833a9586bd3f5 completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:55 p.m.