Triple

T17584255
Position Surface form Disambiguated ID Type / Status
Subject Cordillera de Talamanca E428278 entity
Predicate ecoregion P948 FINISHED
Object Isthmian–Pacific moist forests
The Isthmian–Pacific moist forests are a biodiverse tropical rainforest ecoregion along the Pacific slope of southern Central America, characterized by high rainfall, dense evergreen forests, and rich endemic flora and fauna.
E1276476 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: Isthmian–Pacific moist forests | Statement: [Cordillera de Talamanca, ecoregion, Isthmian–Pacific moist forests]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isthmian–Pacific moist forests
Context triple: [Cordillera de Talamanca, ecoregion, Isthmian–Pacific moist forests]
  • A. Araucaria moist forests
    The Araucaria moist forests are a high-altitude subtropical forest ecoregion in southern Brazil and nearby areas, dominated by Paraná pine (Araucaria angustifolia) and known for their rich biodiversity and high levels of endemism.
  • B. Valdivian temperate rain forest
    The Valdivian temperate rain forest is a lush, biodiverse forest ecosystem in southern Chile and Argentina, characterized by high rainfall, dense evergreen and mixed forests, and many endemic plant and animal species.
  • C. Guayanan moist forests
    Guayanan moist forests are a vast tropical rainforest ecoregion of the Guiana Shield in northern South America, noted for their high biodiversity, dense evergreen canopy, and largely intact, remote wilderness.
  • D. Tilio-Acerion ravine forests
    Tilio-Acerion ravine forests are semi-natural broadleaved woodlands dominated by lime (Tilia) and maple (Acer) species, typically found on steep, humid ravines and gorges in Europe and valued for their rich biodiversity and conservation importance.
  • E. Sierra Madre forests
    The Sierra Madre forests are a vast, biodiverse mountain forest region in the Philippines known for their rich wildlife, watershed functions, and role as a critical ecological barrier on Luzon Island.
  • 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: Isthmian–Pacific moist forests
Triple: [Cordillera de Talamanca, ecoregion, Isthmian–Pacific moist forests]
Generated description
The Isthmian–Pacific moist forests are a biodiverse tropical rainforest ecoregion along the Pacific slope of southern Central America, characterized by high rainfall, dense evergreen forests, and rich endemic flora and fauna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isthmian–Pacific moist forests
Target entity description: The Isthmian–Pacific moist forests are a biodiverse tropical rainforest ecoregion along the Pacific slope of southern Central America, characterized by high rainfall, dense evergreen forests, and rich endemic flora and fauna.
  • A. Araucaria moist forests
    The Araucaria moist forests are a high-altitude subtropical forest ecoregion in southern Brazil and nearby areas, dominated by Paraná pine (Araucaria angustifolia) and known for their rich biodiversity and high levels of endemism.
  • B. Valdivian temperate rain forest
    The Valdivian temperate rain forest is a lush, biodiverse forest ecosystem in southern Chile and Argentina, characterized by high rainfall, dense evergreen and mixed forests, and many endemic plant and animal species.
  • C. Guayanan moist forests
    Guayanan moist forests are a vast tropical rainforest ecoregion of the Guiana Shield in northern South America, noted for their high biodiversity, dense evergreen canopy, and largely intact, remote wilderness.
  • D. Tilio-Acerion ravine forests
    Tilio-Acerion ravine forests are semi-natural broadleaved woodlands dominated by lime (Tilia) and maple (Acer) species, typically found on steep, humid ravines and gorges in Europe and valued for their rich biodiversity and conservation importance.
  • E. Sierra Madre forests
    The Sierra Madre forests are a vast, biodiverse mountain forest region in the Philippines known for their rich wildlife, watershed functions, and role as a critical ecological barrier on Luzon Island.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463d015fc8190b2dd897026d6fcb5 completed April 19, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddf17144819089c5795fc5f0b1e7 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01df69ccfc81909de6d300e1d72ad1 completed May 11, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a01e05515d88190b343ebc1aad4a351 completed May 11, 2026, 1:57 p.m.
Created at: April 10, 2026, 5:50 a.m.