Triple

T6007354
Position Surface form Disambiguated ID Type / Status
Subject Ashanti Region E133743 entity
Predicate borderedBy P224 FINISHED
Object Brong-Ahafo Region
Brong-Ahafo Region was a former administrative region in central Ghana, known for its rich agricultural resources and diverse cultural heritage.
E567728 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: Brong-Ahafo Region | Statement: [Ashanti Region, borderedBy, Brong-Ahafo Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brong-Ahafo Region
Context triple: [Ashanti Region, borderedBy, Brong-Ahafo Region]
  • A. 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.
  • B. Western Region (Ghana)
    Western Region (Ghana) is a coastal administrative region in southwestern Ghana known for its rich natural resources, beaches, and historic forts and castles.
  • C. Oti Region
    Oti Region is an administrative region in eastern Ghana, known for its diverse ethnic communities, including many Ewe-speaking populations, and its largely rural, agrarian landscape.
  • D. 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.
  • E. 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.
  • 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: Brong-Ahafo Region
Triple: [Ashanti Region, borderedBy, Brong-Ahafo Region]
Generated description
Brong-Ahafo Region was a former administrative region in central Ghana, known for its rich agricultural resources and diverse cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brong-Ahafo Region
Target entity description: Brong-Ahafo Region was a former administrative region in central Ghana, known for its rich agricultural resources and diverse cultural heritage.
  • A. 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.
  • B. Western Region (Ghana)
    Western Region (Ghana) is a coastal administrative region in southwestern Ghana known for its rich natural resources, beaches, and historic forts and castles.
  • C. Oti Region
    Oti Region is an administrative region in eastern Ghana, known for its diverse ethnic communities, including many Ewe-speaking populations, and its largely rural, agrarian landscape.
  • D. 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.
  • E. 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.
  • 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_69c00872444c8190bfaf1739dcec765c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f13d9908190a11d9bef8652db93 completed March 22, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1250c82588190af8102263c1bd242 completed March 23, 2026, 11:33 a.m.
NEDg Description generation batch_69c125968c70819096266bcf0413a941 completed March 23, 2026, 11:35 a.m.
NED2 Entity disambiguation (via description) batch_69c126070ba08190bc26e61c2c519b50 completed March 23, 2026, 11:37 a.m.
Created at: March 22, 2026, 4:06 p.m.