Triple

T11303005
Position Surface form Disambiguated ID Type / Status
Subject Mampruli language E267641 entity
Predicate region P40 FINISHED
Object North East Region of Ghana
The North East Region of Ghana is an administrative region in the northern part of the country, known for its predominantly rural communities, savannah landscapes, and Mampruli-speaking population.
 E924082 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: North East Region of Ghana | Statement: [Mampruli language, region, North East Region of Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North East Region of Ghana
Context triple: [Mampruli language, region, North East Region of Ghana]
  • A. Northern Region of Ghana
    The Northern Region of Ghana is a large administrative area in the north of the country known for its savannah landscapes, diverse ethnic groups, and cultural centers such as Tamale.
  • B. Eastern Region of Ghana
    The Eastern Region of Ghana is a diverse administrative area in the south of the country known for its rich natural landscapes, including parts of Lake Volta, and significant agricultural and cultural activities.
  • C. Central Region, Ghana
    Central Region, Ghana is a coastal administrative region of Ghana known for its historic forts and castles, including several UNESCO World Heritage Sites, as well as its role in the trans-Atlantic slave trade.
  • D. Western North Region, Ghana
    Western North Region, Ghana is an administrative region in western Ghana known for its rich forest resources, cocoa production, and communities where the Sehwi language is widely spoken.
  • E. Upper West Region of Ghana
    The Upper West Region of Ghana is a predominantly rural administrative region in the country’s far northwest, known for its savannah landscapes, diverse ethnic communities, and historical role in trans-Saharan trade routes.
  • 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: North East Region of Ghana
Triple: [Mampruli language, region, North East Region of Ghana]
Generated description
The North East Region of Ghana is an administrative region in the northern part of the country, known for its predominantly rural communities, savannah landscapes, and Mampruli-speaking population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North East Region of Ghana
Target entity description: The North East Region of Ghana is an administrative region in the northern part of the country, known for its predominantly rural communities, savannah landscapes, and Mampruli-speaking population.
  • A. Northern Region of Ghana
    The Northern Region of Ghana is a large administrative area in the north of the country known for its savannah landscapes, diverse ethnic groups, and cultural centers such as Tamale.
  • B. Eastern Region of Ghana
    The Eastern Region of Ghana is a diverse administrative area in the south of the country known for its rich natural landscapes, including parts of Lake Volta, and significant agricultural and cultural activities.
  • C. Central Region, Ghana
    Central Region, Ghana is a coastal administrative region of Ghana known for its historic forts and castles, including several UNESCO World Heritage Sites, as well as its role in the trans-Atlantic slave trade.
  • D. Western North Region, Ghana
    Western North Region, Ghana is an administrative region in western Ghana known for its rich forest resources, cocoa production, and communities where the Sehwi language is widely spoken.
  • E. Upper West Region of Ghana
    The Upper West Region of Ghana is a predominantly rural administrative region in the country’s far northwest, known for its savannah landscapes, diverse ethnic communities, and historical role in trans-Saharan trade routes.
  • 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_69e5b7c700008190a2e6a3418248ea71 completed April 20, 2026, 5:21 a.m.
NEDg Description generation batch_69e5bb5d6e0c8190933cd3d6e83c24a2 completed April 20, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69e5c29d7b608190ae79bb8318211547 completed April 20, 2026, 6:07 a.m.
Created at: April 8, 2026, 9:32 p.m.