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.