Triple

T1345590
Position Surface form Disambiguated ID Type / Status
Subject Mackay E28562 entity
Predicate locatedInBioregion P948 FINISHED
Object Wet Tropics–subtropical transition zone
The Wet Tropics–subtropical transition zone is an ecological region in northeastern Australia where lush tropical rainforests gradually give way to subtropical environments, creating a unique blend of species and habitats.
E153492 NE FINISHED

How this triple was built (5 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: Wet Tropics–subtropical transition zone | Statement: [Mackay, locatedInBioregion, Wet Tropics–subtropical transition zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wet Tropics–subtropical transition zone
Context triple: [Mackay, locatedInBioregion, Wet Tropics–subtropical transition zone]
  • A. Tropical Rain Forest
    Tropical Rain Forest is a lush, biodiverse ecosystem characterized by high rainfall, dense vegetation, and an extraordinary variety of plant and animal life.
  • B. Afromontane forests
    Afromontane forests are high-altitude, moisture-loving tropical and subtropical mountain forests in Africa, characterized by cool climates, high biodiversity, and many endemic plant and animal species.
  • C. Southeast Asian rainforests
    Southeast Asian rainforests are vast, biodiverse tropical forests known for their rich ecosystems, high rainfall, and critical role in global climate regulation.
  • D. Chocó–Darién moist forests
    The Chocó–Darién moist forests are a highly biodiverse tropical rainforest ecoregion along the Pacific coast of Colombia and Panama, known for extreme rainfall, rich endemic species, and largely intact wilderness.
  • E. 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.
  • 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: Wet Tropics–subtropical transition zone
Triple: [Mackay, locatedInBioregion, Wet Tropics–subtropical transition zone]
Generated description
The Wet Tropics–subtropical transition zone is an ecological region in northeastern Australia where lush tropical rainforests gradually give way to subtropical environments, creating a unique blend of species and habitats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wet Tropics–subtropical transition zone
Target entity description: The Wet Tropics–subtropical transition zone is an ecological region in northeastern Australia where lush tropical rainforests gradually give way to subtropical environments, creating a unique blend of species and habitats.
  • A. Tropical Rain Forest
    Tropical Rain Forest is a lush, biodiverse ecosystem characterized by high rainfall, dense vegetation, and an extraordinary variety of plant and animal life.
  • B. Afromontane forests
    Afromontane forests are high-altitude, moisture-loving tropical and subtropical mountain forests in Africa, characterized by cool climates, high biodiversity, and many endemic plant and animal species.
  • C. Southeast Asian rainforests
    Southeast Asian rainforests are vast, biodiverse tropical forests known for their rich ecosystems, high rainfall, and critical role in global climate regulation.
  • D. Chocó–Darién moist forests
    The Chocó–Darién moist forests are a highly biodiverse tropical rainforest ecoregion along the Pacific coast of Colombia and Panama, known for extreme rainfall, rich endemic species, and largely intact wilderness.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: locatedInBioregion
Context triple: [Mackay, locatedInBioregion, Wet Tropics–subtropical transition zone]
  • A. biogeographicallyRelatedTo
    Indicates that two entities are connected through their biogeographic characteristics, such as shared distribution patterns, regions, or historical biogeographic processes.
  • B. ecoregion chosen
    Indicates that one entity is located within, associated with, or belongs to the same ecological region as another entity.
  • C. ecoregionsInclude
    Indicates that one ecoregion spatially contains or encompasses another ecoregion or area within its boundaries.
  • D. biogeographicRole
    Indicates the ecological or distributional role an entity plays within a particular biogeographic context or region.
  • E. belongsToBiogeographicRealm
    Indicates that an entity (such as a species, habitat, or location) is associated with or falls within a particular biogeographic realm.
  • F. None of above.

Provenance (6 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c23e84188190b0395c57dd45b62a completed March 1, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc6351cbc81909e2ffc692ee92b54 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6af0db88190a02936072783553e completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc722d8608190acbef82f180b75d1 completed March 8, 2026, 12:47 a.m.
PD Predicate disambiguation batch_69a4bef5857c81909ae984feb85a26ca completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:56 p.m.