Triple

T17466184
Position Surface form Disambiguated ID Type / Status
Subject Guinean mangroves E425282 entity
Predicate partOf P40 FINISHED
Object Guinean–Congolian coastal ecosystems
The Guinean–Congolian coastal ecosystems are a biologically rich tropical belt of coastal forests, mangroves, and wetlands along West and Central Africa’s Atlantic shoreline, supporting high biodiversity and important ecological services.
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: Guinean–Congolian coastal ecosystems | Statement: [Guinean mangroves, partOf, Guinean–Congolian coastal ecosystems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guinean–Congolian coastal ecosystems
Context triple: [Guinean mangroves, partOf, Guinean–Congolian coastal ecosystems]
  • A. Guinean mangroves
    Guinean mangroves are coastal wetland ecosystems along the West African shoreline, dominated by salt-tolerant mangrove trees that provide critical habitat, coastal protection, and nursery grounds for marine life.
  • B. 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.
  • C. 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.
  • D. Logone floodplain
    The Logone floodplain is an extensive seasonal wetland ecosystem in the Lake Chad Basin of Cameroon and Chad, known for its rich biodiversity, fisheries, and support of local pastoral and agricultural livelihoods.
  • E. Great African Seaforest
    The Great African Seaforest is an extensive kelp forest ecosystem along the southern African coast, renowned for its rich marine biodiversity and global significance for ocean conservation and climate resilience.
  • 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: Guinean–Congolian coastal ecosystems
Triple: [Guinean mangroves, partOf, Guinean–Congolian coastal ecosystems]
Generated description
The Guinean–Congolian coastal ecosystems are a biologically rich tropical belt of coastal forests, mangroves, and wetlands along West and Central Africa’s Atlantic shoreline, supporting high biodiversity and important ecological services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guinean–Congolian coastal ecosystems
Target entity description: The Guinean–Congolian coastal ecosystems are a biologically rich tropical belt of coastal forests, mangroves, and wetlands along West and Central Africa’s Atlantic shoreline, supporting high biodiversity and important ecological services.
  • A. Guinean mangroves
    Guinean mangroves are coastal wetland ecosystems along the West African shoreline, dominated by salt-tolerant mangrove trees that provide critical habitat, coastal protection, and nursery grounds for marine life.
  • B. 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.
  • C. 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.
  • D. Logone floodplain
    The Logone floodplain is an extensive seasonal wetland ecosystem in the Lake Chad Basin of Cameroon and Chad, known for its rich biodiversity, fisheries, and support of local pastoral and agricultural livelihoods.
  • E. Great African Seaforest
    The Great African Seaforest is an extensive kelp forest ecosystem along the southern African coast, renowned for its rich marine biodiversity and global significance for ocean conservation and climate resilience.
  • 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_69d889dbc2e88190b18ea6115e819258 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451a7e2a481908c32defa3401f848 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b827bad4819083e1814183fe24a1 completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01bca7ce18819085b00fe298b89492 completed May 11, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_6a01bd3d64048190bb7e3acf2b460128 completed May 11, 2026, 11:27 a.m.
Created at: April 10, 2026, 5:47 a.m.