Triple
T16456640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prairie ecozone |
E399699
|
entity |
| Predicate | governedByFramework |
P55283
|
FINISHED |
| Object | Canadian National Ecological Framework |
E1154293
|
NE FINISHED |
How this triple was built (3 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: Canadian National Ecological Framework | Statement: [Prairie ecozone, governedByFramework, Canadian National Ecological Framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canadian National Ecological Framework Context triple: [Prairie ecozone, governedByFramework, Canadian National Ecological Framework]
-
A.
National Ecological Framework for Canada
chosen
The National Ecological Framework for Canada is a national classification system that divides the country into hierarchical ecological units (such as ecozones, ecoregions, and ecodistricts) to support environmental assessment, conservation, and land-use planning.
-
B.
North American terrestrial ecosystems
North American terrestrial ecosystems encompass the continent’s diverse land-based habitats—from tundra and boreal forests to grasslands and deserts—supporting a wide range of plant and animal communities shaped by varied climates and geologic histories.
-
C.
Natural Community Conservation Planning program
The Natural Community Conservation Planning program is a California state initiative that promotes large-scale, ecosystem-based conservation planning to protect habitats and species while allowing compatible economic development.
-
D.
Millennium Ecosystem Assessment
The Millennium Ecosystem Assessment was a major international scientific initiative that evaluated the consequences of ecosystem change for human well-being and provided a framework for action to conserve and sustainably use natural systems.
-
E.
EPA ecoregions of North America
EPA ecoregions of North America are a continent-wide ecological classification system that divides North America into distinct regions based on shared environmental characteristics such as climate, landforms, vegetation, and soils.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: governedByFramework Context triple: [Prairie ecozone, governedByFramework, Canadian National Ecological Framework]
-
A.
isPartOfFramework
Indicates that one entity functions as a component, module, or element within a larger structured framework or system.
-
B.
governingFramework
chosen
Indicates the overarching set of rules, principles, or standards that regulates, constrains, or guides how something operates or is carried out.
-
C.
frameworkFor
Indicates that one entity serves as a supporting structure, system, or basis that organizes, guides, or enables the development or functioning of another entity.
-
D.
adoptedFrameworkType
Indicates that one entity has chosen and is using a particular framework type as its adopted standard or approach.
-
E.
appliesFramework
Indicates that one entity uses or implements a particular framework in relation to another entity or context.
- F. None of above.
Provenance (4 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32d7dfd188190b03e9b4151a4d3d8 |
completed | April 18, 2026, 7:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f5015a881908447b64b699feb1a |
completed | May 10, 2026, 9:26 a.m. |
| PD | Predicate disambiguation | batch_69e227048d608190a4205eae3117629a |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:10 a.m.