Triple

T1154956
Position Surface form Disambiguated ID Type / Status
Subject Ghana E23760 entity
Predicate hasAdministrativeDivision P747 FINISHED
Object Ashanti Region
The Ashanti Region is a central area of Ghana known for its rich Ashanti cultural heritage, historic kingdoms, and major city of Kumasi.
E133743 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: Ashanti Region | Statement: [Ghana, hasAdministrativeDivision, Ashanti Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashanti Region
Context triple: [Ghana, hasAdministrativeDivision, Ashanti Region]
  • A. Greater Accra Region
    The Greater Accra Region is Ghana’s smallest but most densely populated administrative region, encompassing the national capital, Accra, and serving as the country’s primary political and economic hub.
  • B. Bhamo region
    Bhamo region is an area in northern Myanmar near the Chinese border, historically significant as a strategic transit point and river port along routes such as the World War II-era Ledo Road.
  • C. Southern Nigeria
    Southern Nigeria is the southern geopolitical and cultural region of Nigeria, encompassing diverse ethnic groups, major coastal cities, and significant economic hubs including much of the country’s oil-producing areas.
  • D. Western Nigeria
    Western Nigeria is a historical and geographical region of Nigeria that largely corresponds to the predominantly Yoruba-speaking southwestern part of the country.
  • E. Niger Delta
    The Niger Delta is a vast, oil-rich coastal region in southern Nigeria known for its complex network of creeks and mangrove swamps, significant petroleum production, and associated environmental and social challenges.
  • 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: Ashanti Region
Triple: [Ghana, hasAdministrativeDivision, Ashanti Region]
Generated description
The Ashanti Region is a central area of Ghana known for its rich Ashanti cultural heritage, historic kingdoms, and major city of Kumasi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashanti Region
Target entity description: The Ashanti Region is a central area of Ghana known for its rich Ashanti cultural heritage, historic kingdoms, and major city of Kumasi.
  • A. Greater Accra Region
    The Greater Accra Region is Ghana’s smallest but most densely populated administrative region, encompassing the national capital, Accra, and serving as the country’s primary political and economic hub.
  • B. Bhamo region
    Bhamo region is an area in northern Myanmar near the Chinese border, historically significant as a strategic transit point and river port along routes such as the World War II-era Ledo Road.
  • C. Southern Nigeria
    Southern Nigeria is the southern geopolitical and cultural region of Nigeria, encompassing diverse ethnic groups, major coastal cities, and significant economic hubs including much of the country’s oil-producing areas.
  • D. Western Nigeria
    Western Nigeria is a historical and geographical region of Nigeria that largely corresponds to the predominantly Yoruba-speaking southwestern part of the country.
  • E. Niger Delta
    The Niger Delta is a vast, oil-rich coastal region in southern Nigeria known for its complex network of creeks and mangrove swamps, significant petroleum production, and associated environmental and social challenges.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc8fbb548190865b1bf019f2bde4 completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac667a61248190b71033daadef58e3 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac66e3fecc81908638052a417ce4ab completed March 7, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac67ab1ab48190b857bd473e741417 completed March 7, 2026, 6 p.m.
Created at: March 1, 2026, 7:44 p.m.