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.