Triple

T22617963
Position Surface form Disambiguated ID Type / Status
Subject Eastern Region of Ghana E558197 entity
Predicate contains P35 FINISHED
Object Akuapim North Municipal District
Akuapim North Municipal District is a local government administrative area in southern Ghana known for its hilly Akuapem Ridge landscape and culturally rich towns such as Akropong.
 E1546721 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: Akuapim North Municipal District | Statement: [Eastern Region of Ghana, contains, Akuapim North Municipal District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akuapim North Municipal District
Context triple: [Eastern Region of Ghana, contains, Akuapim North Municipal District]
  • A. Jirapa Municipal District
    Jirapa Municipal District is an administrative district in Ghana’s Upper West Region, with the town of Jirapa serving as its capital and main urban center.
  • B. Awutu Senya East Municipal District
    Awutu Senya East Municipal District is a local government administrative area in Ghana’s Central Region, centered on the rapidly growing urban town of Kasoa.
  • C. Mfantsiman Municipal District
    Mfantsiman Municipal District is a local government administrative area in Ghana’s Central Region, known for its coastal communities and historical significance in the Anomabu area.
  • D. Builsa North District
    Builsa North District is an administrative district in Ghana’s Upper East Region, known as a primary area where the Buli language is spoken.
  • E. Nandom District
    Nandom District is an administrative district in the Upper West Region of northwestern Ghana, with Nandom as its capital town.
  • 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: Akuapim North Municipal District
Triple: [Eastern Region of Ghana, contains, Akuapim North Municipal District]
Generated description
Akuapim North Municipal District is a local government administrative area in southern Ghana known for its hilly Akuapem Ridge landscape and culturally rich towns such as Akropong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akuapim North Municipal District
Target entity description: Akuapim North Municipal District is a local government administrative area in southern Ghana known for its hilly Akuapem Ridge landscape and culturally rich towns such as Akropong.
  • A. Jirapa Municipal District
    Jirapa Municipal District is an administrative district in Ghana’s Upper West Region, with the town of Jirapa serving as its capital and main urban center.
  • B. Awutu Senya East Municipal District
    Awutu Senya East Municipal District is a local government administrative area in Ghana’s Central Region, centered on the rapidly growing urban town of Kasoa.
  • C. Mfantsiman Municipal District
    Mfantsiman Municipal District is a local government administrative area in Ghana’s Central Region, known for its coastal communities and historical significance in the Anomabu area.
  • D. Builsa North District
    Builsa North District is an administrative district in Ghana’s Upper East Region, known as a primary area where the Buli language is spoken.
  • E. Nandom District
    Nandom District is an administrative district in the Upper West Region of northwestern Ghana, with Nandom as its capital town.
  • 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_69e24545a8e08190bfa7482a2c725ff1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f167ef7a148190870334af9c8b79a4 completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e018e04819086ec5d885fb76f67 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b513c2908819087b05efdbf8688aa completed May 18, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_6a0b51db01948190b968a3f289419776 completed May 18, 2026, 5:52 p.m.
Created at: April 17, 2026, 2:59 p.m.