Triple

T13178211
Position Surface form Disambiguated ID Type / Status
Subject Northern Ethiopia E313654 entity
Predicate bordersRegion P224 FINISHED
Object Central Ethiopia
Central Ethiopia is a geographic region in the heart of Ethiopia that lies directly south of Northern Ethiopia and includes parts of the country’s political and economic core.
E1027609 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: Central Ethiopia | Statement: [Northern Ethiopia, bordersRegion, Central Ethiopia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Ethiopia
Context triple: [Northern Ethiopia, bordersRegion, Central Ethiopia]
  • A. eastern Ethiopia
    Eastern Ethiopia is a region of Ethiopia characterized by its semi-arid landscapes, diverse ethnic communities, and important trade and transport routes linking the country to the Horn of Africa.
  • B. Southwestern Ethiopia
    Southwestern Ethiopia is a culturally and linguistically diverse area of Ethiopia known for its varied ethnic groups, languages, and rich highland and lowland landscapes.
  • C. Northern Ethiopia
    Northern Ethiopia is a historically rich and culturally diverse region of Ethiopia, home to significant Tigrinya-speaking communities and important religious, archaeological, and political centers.
  • D. Northwestern Ethiopia
    Northwestern Ethiopia is a region of Ethiopia known for its historic monasteries, diverse highland landscapes, and significant cultural and religious heritage.
  • E. western Ethiopia
    Western Ethiopia is a broad geographic area of Ethiopia characterized by its diverse ethnic groups, significant river systems including parts of the Nile basin, and regions such as Gambela known for their lowland landscapes and proximity to South Sudan.
  • 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: Central Ethiopia
Triple: [Northern Ethiopia, bordersRegion, Central Ethiopia]
Generated description
Central Ethiopia is a geographic region in the heart of Ethiopia that lies directly south of Northern Ethiopia and includes parts of the country’s political and economic core.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Ethiopia
Target entity description: Central Ethiopia is a geographic region in the heart of Ethiopia that lies directly south of Northern Ethiopia and includes parts of the country’s political and economic core.
  • A. eastern Ethiopia
    Eastern Ethiopia is a region of Ethiopia characterized by its semi-arid landscapes, diverse ethnic communities, and important trade and transport routes linking the country to the Horn of Africa.
  • B. Southwestern Ethiopia
    Southwestern Ethiopia is a culturally and linguistically diverse area of Ethiopia known for its varied ethnic groups, languages, and rich highland and lowland landscapes.
  • C. Northern Ethiopia
    Northern Ethiopia is a historically rich and culturally diverse region of Ethiopia, home to significant Tigrinya-speaking communities and important religious, archaeological, and political centers.
  • D. Northwestern Ethiopia
    Northwestern Ethiopia is a region of Ethiopia known for its historic monasteries, diverse highland landscapes, and significant cultural and religious heritage.
  • E. western Ethiopia
    Western Ethiopia is a broad geographic area of Ethiopia characterized by its diverse ethnic groups, significant river systems including parts of the Nile basin, and regions such as Gambela known for their lowland landscapes and proximity to South Sudan.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c47e79c81908031d3e6f1cfd64f completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5ea93bc81908087326b3d043727 completed May 3, 2026, 7:14 a.m.
NEDg Description generation batch_69f6f9e78d488190a3b4f3c1050dc0a5 completed May 3, 2026, 7:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6faae6bb481909939881996d0f5f6 completed May 3, 2026, 7:35 a.m.
Created at: April 9, 2026, 9:14 p.m.