Triple

T11574379
Position Surface form Disambiguated ID Type / Status
Subject Central Region, Ghana E274465 entity
Predicate contains P35 FINISHED
Object Agona Swedru
Agona Swedru is a prominent commercial town and district capital in Ghana known for its vibrant markets and role as a regional transport hub.
E934348 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: Agona Swedru | Statement: [Central Region, Ghana, contains, Agona Swedru]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agona Swedru
Context triple: [Central Region, Ghana, contains, Agona Swedru]
  • A. Franz Drameh
    Franz Drameh is a British actor known for roles in films like "Attack the Block" and "Edge of Tomorrow" and for playing Firestorm on the TV series "Legends of Tomorrow."
  • B. Tafi Agome
    Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
  • C. Kofi Yamgnane
    Kofi Yamgnane is a Togolese-born French politician and civil engineer known for his work in local government and his role as a symbol of diversity in French politics.
  • D. Titi Owusu Addo
    Titi Owusu Addo is the daughter of Ghanaian rapper Sarkodie and is occasionally mentioned in media related to his personal life.
  • E. Kete Krachi
    Kete Krachi is a town in the Oti Region of Ghana that serves as an important lakeside community and transport hub on the shores of Lake Volta.
  • 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: Agona Swedru
Triple: [Central Region, Ghana, contains, Agona Swedru]
Generated description
Agona Swedru is a prominent commercial town and district capital in Ghana known for its vibrant markets and role as a regional transport hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agona Swedru
Target entity description: Agona Swedru is a prominent commercial town and district capital in Ghana known for its vibrant markets and role as a regional transport hub.
  • A. Franz Drameh
    Franz Drameh is a British actor known for roles in films like "Attack the Block" and "Edge of Tomorrow" and for playing Firestorm on the TV series "Legends of Tomorrow."
  • B. Tafi Agome
    Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
  • C. Kofi Yamgnane
    Kofi Yamgnane is a Togolese-born French politician and civil engineer known for his work in local government and his role as a symbol of diversity in French politics.
  • D. Titi Owusu Addo
    Titi Owusu Addo is the daughter of Ghanaian rapper Sarkodie and is occasionally mentioned in media related to his personal life.
  • E. Kete Krachi
    Kete Krachi is a town in the Oti Region of Ghana that serves as an important lakeside community and transport hub on the shores of Lake Volta.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.