Triple

T19817970
Position Surface form Disambiguated ID Type / Status
Subject West Region (Cameroon) E476108 entity
Predicate hasDepartment P35 FINISHED
Object Haut-Nkam Department
Haut-Nkam Department is an administrative division in western Cameroon known for its predominantly Bamiléké population, agricultural activities, and a mix of rural communities and small urban centers.
E1397117 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: Haut-Nkam Department | Statement: [West Region (Cameroon), hasDepartment, Haut-Nkam Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haut-Nkam Department
Context triple: [West Region (Cameroon), hasDepartment, Haut-Nkam Department]
  • A. Boumba-et-Ngoko Department
    Boumba-et-Ngoko Department is an administrative division in southeastern Cameroon known for its vast rainforest areas, low population density, and rich biodiversity.
  • B. Lékoumou Department
    Lékoumou Department is an administrative region in the Republic of the Congo located in the southern part of the country.
  • C. Mouloundou Department
    Mouloundou Department is an administrative division located in southeastern Gabon within Ogooué-Lolo Province.
  • D. Lékabi-Léwolo Department
    Lékabi-Léwolo Department is an administrative division in southeastern Gabon, located within Ogooué-Lolo Province.
  • E. Bénoué Department
    Bénoué Department is an administrative division in northern Cameroon known for its capital Garoua and proximity to the Bénoué River and Bénoué National Park.
  • 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: Haut-Nkam Department
Triple: [West Region (Cameroon), hasDepartment, Haut-Nkam Department]
Generated description
Haut-Nkam Department is an administrative division in western Cameroon known for its predominantly Bamiléké population, agricultural activities, and a mix of rural communities and small urban centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haut-Nkam Department
Target entity description: Haut-Nkam Department is an administrative division in western Cameroon known for its predominantly Bamiléké population, agricultural activities, and a mix of rural communities and small urban centers.
  • A. Boumba-et-Ngoko Department
    Boumba-et-Ngoko Department is an administrative division in southeastern Cameroon known for its vast rainforest areas, low population density, and rich biodiversity.
  • B. Lékoumou Department
    Lékoumou Department is an administrative region in the Republic of the Congo located in the southern part of the country.
  • C. Mouloundou Department
    Mouloundou Department is an administrative division located in southeastern Gabon within Ogooué-Lolo Province.
  • D. Lékabi-Léwolo Department
    Lékabi-Léwolo Department is an administrative division in southeastern Gabon, located within Ogooué-Lolo Province.
  • E. Bénoué Department
    Bénoué Department is an administrative division in northern Cameroon known for its capital Garoua and proximity to the Bénoué River and Bénoué National Park.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e654fac7b481909a19ae0d608e01d9 completed April 20, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccce7d0881909a08ef7e52078998 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07cf8ca2988190b2dfa8c2f4d3dcd9 completed May 16, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a07d02ee2308190b263ed90342e9072 completed May 16, 2026, 2:02 a.m.
Created at: April 10, 2026, 1:50 p.m.