Triple
T2803371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Indo-Pacific |
E53995
|
entity |
| Predicate | biogeographicClassificationSystem |
P43314
|
FINISHED |
| Object |
Marine Ecoregions of the World
Marine Ecoregions of the World is a global biogeographic framework that divides the world’s coastal and shelf waters into distinct ecological regions for research, conservation, and management purposes.
|
E135958
|
NE FINISHED |
How this triple was built (5 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: Marine Ecoregions of the World | Statement: [Western Indo-Pacific, biogeographicClassificationSystem, Marine Ecoregions of the World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Ecoregions of the World Context triple: [Western Indo-Pacific, biogeographicClassificationSystem, Marine Ecoregions of the World]
-
A.
Regular Process for Global Reporting and Assessment of the State of the Marine Environment
The Regular Process for Global Reporting and Assessment of the State of the Marine Environment is a United Nations-led initiative that periodically evaluates the condition of the world’s oceans and seas to inform policy and support sustainable ocean management.
-
B.
Humboldtian marine ecoregion
The Humboldtian marine ecoregion is a highly productive cold-water coastal ecosystem along the western coast of South America, strongly influenced by the nutrient-rich Humboldt Current and known for its rich fisheries and abundant marine life.
-
C.
Limits of Oceans and Seas
Limits of Oceans and Seas is an authoritative reference work that defines and standardizes the official boundaries and names of the world's oceans and seas for international use.
-
D.
The Ocean Regime
The Ocean Regime is a seminal work by Elisabeth Mann Borgese that explores the legal, political, and environmental governance of the world’s oceans as a shared global resource.
-
E.
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.
- 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: Marine Ecoregions of the World Triple: [Western Indo-Pacific, biogeographicClassificationSystem, Marine Ecoregions of the World]
Generated description
Marine Ecoregions of the World is a global biogeographic framework that divides the world’s coastal and shelf waters into distinct ecological regions for research, conservation, and management purposes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Ecoregions of the World Target entity description: Marine Ecoregions of the World is a global biogeographic framework that divides the world’s coastal and shelf waters into distinct ecological regions for research, conservation, and management purposes.
-
A.
Regular Process for Global Reporting and Assessment of the State of the Marine Environment
The Regular Process for Global Reporting and Assessment of the State of the Marine Environment is a United Nations-led initiative that periodically evaluates the condition of the world’s oceans and seas to inform policy and support sustainable ocean management.
-
B.
Humboldtian marine ecoregion
The Humboldtian marine ecoregion is a highly productive cold-water coastal ecosystem along the western coast of South America, strongly influenced by the nutrient-rich Humboldt Current and known for its rich fisheries and abundant marine life.
-
C.
Limits of Oceans and Seas
Limits of Oceans and Seas is an authoritative reference work that defines and standardizes the official boundaries and names of the world's oceans and seas for international use.
-
D.
The Ocean Regime
The Ocean Regime is a seminal work by Elisabeth Mann Borgese that explores the legal, political, and environmental governance of the world’s oceans as a shared global resource.
-
E.
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.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: biogeographicClassificationSystem Context triple: [Western Indo-Pacific, biogeographicClassificationSystem, Marine Ecoregions of the World]
-
A.
biogeographicallyRelatedTo
Indicates that two entities are connected through their biogeographic characteristics, such as shared distribution patterns, regions, or historical biogeographic processes.
-
B.
biogeographicRole
Indicates the ecological or distributional role an entity plays within a particular biogeographic context or region.
-
C.
ecoregion
Indicates that one entity is located within, associated with, or belongs to the same ecological region as another entity.
-
D.
biogeographicEvent
Indicates an event that changes or characterizes the geographic distribution of organisms or biological communities over space and time.
-
E.
ecoregionsInclude
Indicates that one ecoregion spatially contains or encompasses another ecoregion or area within its boundaries.
- F. None of above. chosen
Provenance (7 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde2ec2ac8190bd702ad3eafb6aed |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc671964c81908cff1cfbd70c3786 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afcb9f73588190852ec35db9d9a7fd |
completed | March 10, 2026, 7:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcc0ddc188190a0d79974701556dd |
completed | March 10, 2026, 7:45 a.m. |
| PD | Predicate disambiguation | batch_69abdd059f308190853191f6ffe2bc6f |
completed | March 7, 2026, 8:08 a.m. |
| PDg | Predicate description generation | batch_69abde2cdcc48190827195d3ae70aa19 |
completed | March 7, 2026, 8:13 a.m. |
Created at: March 6, 2026, 9:59 p.m.