Triple

T3396862
Position Surface form Disambiguated ID Type / Status
Subject California chaparral and woodlands ecoregion E71548 entity
Predicate recognizedBy P653 FINISHED
Object EPA Level III ecoregions of the United States
EPA Level III ecoregions of the United States are a nationwide ecological classification system that divides the country into distinct regions based on shared environmental characteristics such as climate, vegetation, geology, and land use.
E355017 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: EPA Level III ecoregions of the United States | Statement: [California chaparral and woodlands ecoregion, recognizedBy, EPA Level III ecoregions of the United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EPA Level III ecoregions of the United States
Context triple: [California chaparral and woodlands ecoregion, recognizedBy, EPA Level III ecoregions of the United States]
  • A. WWF ecoregion classification
    The WWF ecoregion classification is a global biogeographic system developed by the World Wide Fund for Nature that divides the world into distinct ecological regions based on shared species, habitats, and environmental conditions.
  • B. Northern Lakes and Forests ecoregion
    The Northern Lakes and Forests ecoregion is a heavily forested, lake-rich landscape of the upper Great Lakes region characterized by mixed conifer–hardwood forests, abundant wetlands, and a cool northern climate that supports diverse wildlife.
  • C. United States protected areas system
    The United States protected areas system is the nationwide network of federally, state, tribal, and locally managed lands and waters conserved for their natural, cultural, recreational, and historical values.
  • D. The Ecology of North America
    The Ecology of North America is a foundational ecological monograph that systematically surveys and analyzes the major plant and animal communities across the North American continent.
  • E. New York State Multiple Use Areas
    New York State Multiple Use Areas are publicly managed lands in New York that support a mix of outdoor recreation, wildlife habitat, and natural resource conservation under state oversight.
  • 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: EPA Level III ecoregions of the United States
Triple: [California chaparral and woodlands ecoregion, recognizedBy, EPA Level III ecoregions of the United States]
Generated description
EPA Level III ecoregions of the United States are a nationwide ecological classification system that divides the country into distinct regions based on shared environmental characteristics such as climate, vegetation, geology, and land use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EPA Level III ecoregions of the United States
Target entity description: EPA Level III ecoregions of the United States are a nationwide ecological classification system that divides the country into distinct regions based on shared environmental characteristics such as climate, vegetation, geology, and land use.
  • A. WWF ecoregion classification
    The WWF ecoregion classification is a global biogeographic system developed by the World Wide Fund for Nature that divides the world into distinct ecological regions based on shared species, habitats, and environmental conditions.
  • B. Northern Lakes and Forests ecoregion
    The Northern Lakes and Forests ecoregion is a heavily forested, lake-rich landscape of the upper Great Lakes region characterized by mixed conifer–hardwood forests, abundant wetlands, and a cool northern climate that supports diverse wildlife.
  • C. United States protected areas system
    The United States protected areas system is the nationwide network of federally, state, tribal, and locally managed lands and waters conserved for their natural, cultural, recreational, and historical values.
  • D. The Ecology of North America
    The Ecology of North America is a foundational ecological monograph that systematically surveys and analyzes the major plant and animal communities across the North American continent.
  • E. New York State Multiple Use Areas
    New York State Multiple Use Areas are publicly managed lands in New York that support a mix of outdoor recreation, wildlife habitat, and natural resource conservation under state oversight.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8c4099081908a236376b4f86900 completed March 8, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bccebdc8190bbd5f2874d06a8a7 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e46b2b48190aedee8dabf5285bd completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc0b830819082b50ebd14b6490b completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:14 p.m.