Triple
T2654039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baja California desert |
E53966
|
entity |
| Predicate | ecoregionOf |
P948
|
FINISHED |
| Object | World Wildlife Fund ecoregions |
E135958
|
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: World Wildlife Fund ecoregions | Statement: [Baja California desert, ecoregionOf, World Wildlife Fund ecoregions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Wildlife Fund ecoregions Context triple: [Baja California desert, ecoregionOf, World Wildlife Fund ecoregions]
-
A.
WWF ecoregion classification
chosen
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.
World Nature
World Nature is a themed land at EPCOT in Walt Disney World focused on the natural world, environmental stewardship, and attractions centered around water, land, and conservation.
-
C.
Biosphere Reserve
A Biosphere Reserve is a protected area recognized under UNESCO’s Man and the Biosphere Programme for its unique ecosystems and sustainable development practices that balance conservation with human activity.
-
D.
Natura 2000 network
The Natura 2000 network is a European Union–wide system of protected areas aimed at conserving threatened habitats and species across member states.
-
E.
Life on Land
Life on Land is a United Nations Sustainable Development Goal focused on protecting, restoring, and promoting the sustainable use of terrestrial ecosystems, forests, and biodiversity.
- 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: ecoregionOf Context triple: [Baja California desert, ecoregionOf, World Wildlife Fund ecoregions]
-
A.
ecoregion
chosen
Indicates that one entity is located within, associated with, or belongs to the same ecological region as another entity.
-
B.
ecoregionsInclude
Indicates that one ecoregion spatially contains or encompasses another ecoregion or area within its boundaries.
-
C.
biogeographicallyRelatedTo
Indicates that two entities are connected through their biogeographic characteristics, such as shared distribution patterns, regions, or historical biogeographic processes.
-
D.
isEcologicalZone
Indicates that one entity functions as, or is classified as, an ecological zone in relation to another entity.
-
E.
hasMajorEcoregion
Indicates that an entity is primarily located within, or chiefly associated with, a particular major ecological region.
- 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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abda0ba2208190ad87763ecbef8c3c |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98d0dbd08190a317dfe1844840c5 |
completed | March 10, 2026, 4:06 a.m. |
| PD | Predicate disambiguation | batch_69abd815d06481909535c02b0aba8553 |
completed | March 7, 2026, 7:47 a.m. |
Created at: March 6, 2026, 9:53 p.m.