Triple

T6318142
Position Surface form Disambiguated ID Type / Status
Subject Eastern Region E141665 entity
Predicate containsTown P847 FINISHED
Object Nkawkaw
Nkawkaw is a major commercial town and transport hub in southern Ghana, located along the Accra–Kumasi highway at the base of the Kwahu Plateau.
E589294 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: Nkawkaw | Statement: [Eastern Region, containsTown, Nkawkaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nkawkaw
Context triple: [Eastern Region, containsTown, Nkawkaw]
  • A. Nkwerre
    Nkwerre is a town and local government area in southeastern Nigeria known for its location within Imo State and its cultural and commercial activities.
  • B. Ekpoma
    Ekpoma is a prominent town in southern Nigeria known for hosting Ambrose Alli University and serving as an important educational and commercial center in Edo State.
  • C. Nkpor
    Nkpor is a bustling suburban town in southeastern Nigeria, situated near Onitsha and known as a commercial and residential hub in Anambra State.
  • D. Aboh Mbaise
    Aboh Mbaise is a local government area in southeastern Nigeria known for its predominantly Igbo population and rich cultural traditions.
  • E. Ejisu
    Ejisu is a prominent town and municipal capital in Ghana’s Ashanti Region, known for its historical significance within the Ashanti Kingdom and its role as a commercial and administrative center.
  • 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: Nkawkaw
Triple: [Eastern Region, containsTown, Nkawkaw]
Generated description
Nkawkaw is a major commercial town and transport hub in southern Ghana, located along the Accra–Kumasi highway at the base of the Kwahu Plateau.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nkawkaw
Target entity description: Nkawkaw is a major commercial town and transport hub in southern Ghana, located along the Accra–Kumasi highway at the base of the Kwahu Plateau.
  • A. Nkwerre
    Nkwerre is a town and local government area in southeastern Nigeria known for its location within Imo State and its cultural and commercial activities.
  • B. Ekpoma
    Ekpoma is a prominent town in southern Nigeria known for hosting Ambrose Alli University and serving as an important educational and commercial center in Edo State.
  • C. Nkpor
    Nkpor is a bustling suburban town in southeastern Nigeria, situated near Onitsha and known as a commercial and residential hub in Anambra State.
  • D. Aboh Mbaise
    Aboh Mbaise is a local government area in southeastern Nigeria known for its predominantly Igbo population and rich cultural traditions.
  • E. Ejisu
    Ejisu is a prominent town and municipal capital in Ghana’s Ashanti Region, known for its historical significance within the Ashanti Kingdom and its role as a commercial and administrative center.
  • 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_69c008d13b8c8190be47d896eb735605 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064c38fe48190a71a4e5e1af19b10 completed March 22, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d33d70c8190af6acdf5158f9067 completed March 27, 2026, 7:09 a.m.
NEDg Description generation batch_69c62fa58174819097f44cb638184b63 completed March 27, 2026, 7:20 a.m.
NED2 Entity disambiguation (via description) batch_69c6335f2e588190960713f994aa36eb completed March 27, 2026, 7:35 a.m.
Created at: March 22, 2026, 4:29 p.m.