Triple

T23528349
Position Surface form Disambiguated ID Type / Status
Subject Nanumba E576494 entity
Predicate mainDistrict P14817 FINISHED
Object Nanumba North Municipal District
Nanumba North Municipal District is an administrative district in the Northern Region of Ghana, with Bimbilla as its capital and a predominantly agrarian, Dagomba- and Nanumba-inhabited population.
 E1592237 NE FINISHED

How this triple was built (3 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: Nanumba North Municipal District | Statement: [Nanumba, mainDistrict, Nanumba North Municipal District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nanumba North Municipal District
Context triple: [Nanumba, mainDistrict, Nanumba North Municipal District]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Nandom District
    Nandom District is an administrative district in the Upper West Region of northwestern Ghana, with Nandom as its capital town.
  • E. Builsa South District
    Builsa South District is an administrative district in Ghana’s Upper East Region, known as one of the primary areas where the Buli language is spoken.
  • 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: Nanumba North Municipal District
Triple: [Nanumba, mainDistrict, Nanumba North Municipal District]
Generated description
Nanumba North Municipal District is an administrative district in the Northern Region of Ghana, with Bimbilla as its capital and a predominantly agrarian, Dagomba- and Nanumba-inhabited population.

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_69e245f5a8848190a2ba42e271c6c31f completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ac758038819098f5f597be39274e completed April 29, 2026, 7 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf53c66c819087f1e9481dcfc8ee completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce4602a408190b4357d98cf16477a completed May 19, 2026, 10:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0d721bdae08190a06f48a6073c5351 completed May 20, 2026, 8:34 a.m.
Created at: April 17, 2026, 6:09 p.m.