Triple

T3991558
Position Surface form Disambiguated ID Type / Status
Subject Bulu language E87000 entity
Predicate spokenIn P2266 FINISHED
Object Littoral Region of Cameroon
The Littoral Region of Cameroon is a coastal and economically significant area centered around the port city of Douala, known for its cultural diversity and role as a major hub of trade and industry in the country.
E403729 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: Littoral Region of Cameroon | Statement: [Bulu language, spokenIn, Littoral Region of Cameroon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Littoral Region of Cameroon
Context triple: [Bulu language, spokenIn, Littoral Region of Cameroon]
  • A. Ubangi-Shari territory
    Ubangi-Shari territory was a French colonial territory in central Africa that later became the modern nation of the Central African Republic.
  • B. Insular Region of Equatorial Guinea
    The Insular Region of Equatorial Guinea is the country's island territory in the Gulf of Guinea, encompassing several islands including Bioko and Annobón and hosting the national capital, Malabo.
  • C. Central Cameroon
    Central Cameroon is a region of Cameroon that includes the area around the capital Yaoundé and is home to diverse ethnic groups and languages.
  • D. Maritime Region of Togo
    The Maritime Region of Togo is the country’s southern coastal region, encompassing the capital Lomé and serving as a key economic and cultural hub where the Ewe people form a major ethnic group.
  • E. Equatorial lakes region
    The Equatorial Lakes region is a central African area of large freshwater lakes, including Lake Victoria, that forms the headwaters of the White Nile.
  • 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: Littoral Region of Cameroon
Triple: [Bulu language, spokenIn, Littoral Region of Cameroon]
Generated description
The Littoral Region of Cameroon is a coastal and economically significant area centered around the port city of Douala, known for its cultural diversity and role as a major hub of trade and industry in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Littoral Region of Cameroon
Target entity description: The Littoral Region of Cameroon is a coastal and economically significant area centered around the port city of Douala, known for its cultural diversity and role as a major hub of trade and industry in the country.
  • A. Ubangi-Shari territory
    Ubangi-Shari territory was a French colonial territory in central Africa that later became the modern nation of the Central African Republic.
  • B. Insular Region of Equatorial Guinea
    The Insular Region of Equatorial Guinea is the country's island territory in the Gulf of Guinea, encompassing several islands including Bioko and Annobón and hosting the national capital, Malabo.
  • C. Central Cameroon
    Central Cameroon is a region of Cameroon that includes the area around the capital Yaoundé and is home to diverse ethnic groups and languages.
  • D. Maritime Region of Togo
    The Maritime Region of Togo is the country’s southern coastal region, encompassing the capital Lomé and serving as a key economic and cultural hub where the Ewe people form a major ethnic group.
  • E. Equatorial lakes region
    The Equatorial Lakes region is a central African area of large freshwater lakes, including Lake Victoria, that forms the headwaters of the White Nile.
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa02ed6881908e31d342413fed26 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54035e92c81909dc2be18719b062c completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b541c668188190b5579e113149ddf5 completed March 14, 2026, 11:08 a.m.
NED2 Entity disambiguation (via description) batch_69b54266cf908190848a51e20739441f completed March 14, 2026, 11:11 a.m.
Created at: March 9, 2026, 3:33 p.m.