Triple

T2403413
Position Surface form Disambiguated ID Type / Status
Subject Gumuz languages E50219 entity
Predicate region P40 FINISHED
Object Benishangul-Gumuz Region
Benishangul-Gumuz Region is a western Ethiopian regional state along the Sudanese border, known for its ethnolinguistic diversity, including the Gumuz peoples, and for hosting major infrastructure such as the Grand Ethiopian Renaissance Dam on the Blue Nile.
E266391 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: Benishangul-Gumuz Region | Statement: [Gumuz languages, region, Benishangul-Gumuz Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benishangul-Gumuz Region
Context triple: [Gumuz languages, region, Benishangul-Gumuz Region]
  • A. Oromia Region
    Oromia Region is Ethiopia’s largest and most populous regional state, known for its diverse landscapes, rich Oromo culture, and significant economic and political influence within the country.
  • B. Amhara Region
    Amhara Region is a federal state in northern Ethiopia known for its historic cities, highland landscapes, and significant cultural and political influence in the country.
  • C. Tigray region
    Tigray region is a northern Ethiopian region known for its ancient Christian heritage, distinctive highland culture, and historical role as a center for communities including Ethiopian Jews.
  • D. Wolaytta
    Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
  • E. Afar Region
    The Afar Region is a northeastern Ethiopian state inhabited mainly by the Afar people, known for its arid lowlands, pastoralist culture, and proximity to the geologically active Afar Depression.
  • 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: Benishangul-Gumuz Region
Triple: [Gumuz languages, region, Benishangul-Gumuz Region]
Generated description
Benishangul-Gumuz Region is a western Ethiopian regional state along the Sudanese border, known for its ethnolinguistic diversity, including the Gumuz peoples, and for hosting major infrastructure such as the Grand Ethiopian Renaissance Dam on the Blue Nile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benishangul-Gumuz Region
Target entity description: Benishangul-Gumuz Region is a western Ethiopian regional state along the Sudanese border, known for its ethnolinguistic diversity, including the Gumuz peoples, and for hosting major infrastructure such as the Grand Ethiopian Renaissance Dam on the Blue Nile.
  • A. Oromia Region
    Oromia Region is Ethiopia’s largest and most populous regional state, known for its diverse landscapes, rich Oromo culture, and significant economic and political influence within the country.
  • B. Amhara Region
    Amhara Region is a federal state in northern Ethiopia known for its historic cities, highland landscapes, and significant cultural and political influence in the country.
  • C. Tigray region
    Tigray region is a northern Ethiopian region known for its ancient Christian heritage, distinctive highland culture, and historical role as a center for communities including Ethiopian Jews.
  • D. Wolaytta
    Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
  • E. Afar Region
    The Afar Region is a northeastern Ethiopian state inhabited mainly by the Afar people, known for its arid lowlands, pastoralist culture, and proximity to the geologically active Afar Depression.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8f8aa2881909192920ee394f0b3 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf403f74819082dc50e31f29b171 completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec4529bf08190a75be15fb4aa144d completed March 9, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_69aec4edb8d88190a591a80d47dc5797 completed March 9, 2026, 1:02 p.m.
Created at: March 4, 2026, 7:58 p.m.