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.