Triple

T11303424
Position Surface form Disambiguated ID Type / Status
Subject Oti Region E267653 entity
Predicate hasSettlement P1068 FINISHED
Object Nkwanta
Nkwanta is a town in northeastern Ghana that serves as an important local commercial and administrative center within the Oti Region.
 E916985 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: Nkwanta | Statement: [Oti Region, hasSettlement, Nkwanta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nkwanta
Context triple: [Oti Region, hasSettlement, Nkwanta]
  • A. Odukpani
    Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
  • B. Kaneshie
    Kaneshie is a bustling suburb of Accra, Ghana, known for its major transport hub and vibrant commercial activity.
  • C. Dangme
    Dangme is a Kwa language spoken primarily by the Dangme people in southeastern Ghana.
  • D. Obuasi
    Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
  • E. Kobina
    Kobina is a Ghanaian given name commonly used for males born on a Tuesday.
  • 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: Nkwanta
Triple: [Oti Region, hasSettlement, Nkwanta]
Generated description
Nkwanta is a town in northeastern Ghana that serves as an important local commercial and administrative center within the Oti Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nkwanta
Target entity description: Nkwanta is a town in northeastern Ghana that serves as an important local commercial and administrative center within the Oti Region.
  • A. Odukpani
    Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
  • B. Kaneshie
    Kaneshie is a bustling suburb of Accra, Ghana, known for its major transport hub and vibrant commercial activity.
  • C. Dangme
    Dangme is a Kwa language spoken primarily by the Dangme people in southeastern Ghana.
  • D. Obuasi
    Obuasi is a major Ghanaian mining town renowned for its large gold deposits and historic gold mine.
  • E. Kobina
    Kobina is a Ghanaian given name commonly used for males born on a Tuesday.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a57366081908a05fc52c5d4074c completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.