Triple

T14227955
Position Surface form Disambiguated ID Type / Status
Subject Black Volta E352671 entity
Predicate formsPartOfBorderOf P96756 FINISHED
Object northwestern Ghana
Northwestern Ghana is a sparsely populated, predominantly rural region of Ghana characterized by savanna landscapes, small farming communities, and proximity to the country’s borders with Burkina Faso and Côte d’Ivoire.
E1087125 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: northwestern Ghana | Statement: [Black Volta, formsPartOfBorderOf, northwestern Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northwestern Ghana
Context triple: [Black Volta, formsPartOfBorderOf, northwestern Ghana]
  • A. 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.
  • B. 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.
  • C. Western Region of Ghana
    The Western Region of Ghana is a coastal administrative area in the southwestern part of the country, known for its rich natural resources, diverse ethnic groups, and significant role in Ghana’s mining and oil industries.
  • D. Southern Ghana
    Southern Ghana is the coastal and forested southern portion of Ghana, encompassing major urban, economic, and historical centers along the Gulf of Guinea.
  • E. south-central Ghana
    South-central Ghana is a geographic area of Ghana that includes regions such as the Eastern Region and lies between the coastal south and the country’s central interior.
  • 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: northwestern Ghana
Triple: [Black Volta, formsPartOfBorderOf, northwestern Ghana]
Generated description
Northwestern Ghana is a sparsely populated, predominantly rural region of Ghana characterized by savanna landscapes, small farming communities, and proximity to the country’s borders with Burkina Faso and Côte d’Ivoire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northwestern Ghana
Target entity description: Northwestern Ghana is a sparsely populated, predominantly rural region of Ghana characterized by savanna landscapes, small farming communities, and proximity to the country’s borders with Burkina Faso and Côte d’Ivoire.
  • A. 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.
  • B. 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.
  • C. Western Region of Ghana
    The Western Region of Ghana is a coastal administrative area in the southwestern part of the country, known for its rich natural resources, diverse ethnic groups, and significant role in Ghana’s mining and oil industries.
  • D. Southern Ghana
    Southern Ghana is the coastal and forested southern portion of Ghana, encompassing major urban, economic, and historical centers along the Gulf of Guinea.
  • E. south-central Ghana
    South-central Ghana is a geographic area of Ghana that includes regions such as the Eastern Region and lies between the coastal south and the country’s central interior.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de622a48508190bbfedb762bd1674d completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd281801488190bcb17d27ee18cde6 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29a470a08190b18c184466bbe0a9 completed May 8, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd2a61842481909388c83480482aeb completed May 8, 2026, 12:12 a.m.
Created at: April 10, 2026, 1:07 a.m.