Triple

T23368494
Position Surface form Disambiguated ID Type / Status
Subject Oroko E593391 entity
Predicate culturalRegion P1968 FINISHED
Object Cameroonian coastal forest belt
The Cameroonian coastal forest belt is a lush, biodiverse tropical forest zone along Cameroon’s Atlantic coast, home to numerous indigenous communities and rich ecological resources.
E95437 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: Cameroonian coastal forest belt | Statement: [Oroko, culturalRegion, Cameroonian coastal forest belt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cameroonian coastal forest belt
Context triple: [Oroko, culturalRegion, Cameroonian coastal forest belt]
  • A. Guinean forest–savanna mosaic
    The Guinean forest–savanna mosaic is a broad West and Central African ecoregion characterized by a patchwork of tropical forests and savannas that forms a transitional zone between dense rainforest and open grassland.
  • B. Guinean forests of West Africa
    The Guinean forests of West Africa are a biodiversity-rich tropical moist forest ecoregion stretching along the West African coast, renowned for its high levels of endemism and severe habitat loss.
  • C. Western Congolian forest–savanna mosaic
    The Western Congolian forest–savanna mosaic is a tropical ecoregion in Central Africa characterized by an intricate patchwork of forests and savannas that supports high biodiversity and serves as a transition zone between dense rainforest and open grasslands.
  • D. Sahelian zone of Cameroon
    The Sahelian zone of Cameroon is the country’s semi-arid northern belt characterized by sparse vegetation, seasonal rainfall, and a transition between the Sahara Desert and the more humid savannas to the south.
  • E. East African coastal forest and thicket
    The East African coastal forest and thicket is a biodiverse tropical ecoregion of fragmented forests and dense shrublands along the Indian Ocean coast of East Africa, noted for its high levels of plant and animal endemism.
  • 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: Cameroonian coastal forest belt
Triple: [Oroko, culturalRegion, Cameroonian coastal forest belt]
Generated description
The Cameroonian coastal forest belt is a lush, biodiverse tropical forest zone along Cameroon’s Atlantic coast, home to numerous indigenous communities and rich ecological resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cameroonian coastal forest belt
Target entity description: The Cameroonian coastal forest belt is a lush, biodiverse tropical forest zone along Cameroon’s Atlantic coast, home to numerous indigenous communities and rich ecological resources.
  • A. Guinean forest–savanna mosaic
    The Guinean forest–savanna mosaic is a broad West and Central African ecoregion characterized by a patchwork of tropical forests and savannas that forms a transitional zone between dense rainforest and open grassland.
  • B. Guinean forests of West Africa chosen
    The Guinean forests of West Africa are a biodiversity-rich tropical moist forest ecoregion stretching along the West African coast, renowned for its high levels of endemism and severe habitat loss.
  • C. Western Congolian forest–savanna mosaic
    The Western Congolian forest–savanna mosaic is a tropical ecoregion in Central Africa characterized by an intricate patchwork of forests and savannas that supports high biodiversity and serves as a transition zone between dense rainforest and open grasslands.
  • D. Sahelian zone of Cameroon
    The Sahelian zone of Cameroon is the country’s semi-arid northern belt characterized by sparse vegetation, seasonal rainfall, and a transition between the Sahara Desert and the more humid savannas to the south.
  • E. East African coastal forest and thicket
    The East African coastal forest and thicket is a biodiverse tropical ecoregion of fragmented forests and dense shrublands along the Indian Ocean coast of East Africa, noted for its high levels of plant and animal endemism.
  • F. None of above.

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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0aed374819097d38f51894bee44 completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5ddbd8688190ba51358f22b8fb43 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5f90146c8190b5035747abcfdb6e completed May 19, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0c601b5d288190b5cf4f3e0c8cde15 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:32 p.m.