Triple
T8695067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blackland Prairie |
E206385
|
entity |
| Predicate | recognizedBy |
P653
|
FINISHED |
| Object | U.S. Environmental Protection Agency ecoregion framework |
E355017
|
NE FINISHED |
How this triple was built (2 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: U.S. Environmental Protection Agency ecoregion framework | Statement: [Blackland Prairie, recognizedBy, U.S. Environmental Protection Agency ecoregion framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Environmental Protection Agency ecoregion framework Context triple: [Blackland Prairie, recognizedBy, U.S. Environmental Protection Agency ecoregion framework]
-
A.
EPA Level III ecoregions of the United States
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Interim Biogeographic Regionalisation for Australia
The Interim Biogeographic Regionalisation for Australia is a national framework that classifies the Australian continent into distinct bioregions to support conservation planning, environmental management, and biodiversity assessment.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83555b6c8190abe930dd397e863b |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc58284c58819091beb05a7d6b3a1b |
completed | March 31, 2026, 11:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef3fc5a788190a765942fc0b964c9 |
completed | April 2, 2026, 10:55 p.m. |
Created at: March 30, 2026, 6:33 p.m.