Triple

T2918556
Position Surface form Disambiguated ID Type / Status
Subject Sitka Sound Science Center E78663 entity
Predicate ecosystemFocus P964 FINISHED
Object North Pacific marine ecosystems
North Pacific marine ecosystems are diverse oceanic and coastal habitats stretching across the northern Pacific Ocean, supporting rich marine biodiversity and complex food webs influenced by cold currents and productive upwelling zones.
E309918 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: North Pacific marine ecosystems | Statement: [Sitka Sound Science Center, ecosystemFocus, North Pacific marine ecosystems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Pacific marine ecosystems
Context triple: [Sitka Sound Science Center, ecosystemFocus, North Pacific marine ecosystems]
  • A. Pacific Marine Environmental Laboratory
    The Pacific Marine Environmental Laboratory is a NOAA research facility that studies oceanic and atmospheric processes, including climate, ecosystems, and marine hazards, to support environmental understanding and stewardship.
  • 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. North Atlantic fisheries
    North Atlantic fisheries are rich, historically significant fishing grounds in the northern Atlantic Ocean that have long supported commercial fishing industries and coastal communities in Europe and North America.
  • D. North Pacific Area
    The North Pacific Area was a World War II Allied military command responsible for operations and defense in the northern sector of the Pacific theater.
  • E. North Pacific Fishery Management Council
    The North Pacific Fishery Management Council is a U.S. regional body responsible for developing and overseeing federal fisheries management plans in the North Pacific Ocean, including off Alaska.
  • 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: North Pacific marine ecosystems
Triple: [Sitka Sound Science Center, ecosystemFocus, North Pacific marine ecosystems]
Generated description
North Pacific marine ecosystems are diverse oceanic and coastal habitats stretching across the northern Pacific Ocean, supporting rich marine biodiversity and complex food webs influenced by cold currents and productive upwelling zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Pacific marine ecosystems
Target entity description: North Pacific marine ecosystems are diverse oceanic and coastal habitats stretching across the northern Pacific Ocean, supporting rich marine biodiversity and complex food webs influenced by cold currents and productive upwelling zones.
  • A. Pacific Marine Environmental Laboratory
    The Pacific Marine Environmental Laboratory is a NOAA research facility that studies oceanic and atmospheric processes, including climate, ecosystems, and marine hazards, to support environmental understanding and stewardship.
  • 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. North Atlantic fisheries
    North Atlantic fisheries are rich, historically significant fishing grounds in the northern Atlantic Ocean that have long supported commercial fishing industries and coastal communities in Europe and North America.
  • D. North Pacific Area
    The North Pacific Area was a World War II Allied military command responsible for operations and defense in the northern sector of the Pacific theater.
  • E. North Pacific Fishery Management Council
    The North Pacific Fishery Management Council is a U.S. regional body responsible for developing and overseeing federal fisheries management plans in the North Pacific Ocean, including off Alaska.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ecosystemFocus
Context triple: [Sitka Sound Science Center, ecosystemFocus, North Pacific marine ecosystems]
  • A. partOfEcosystem
    Indicates that an entity functions as a component within a larger ecological system, contributing to and affected by its interactions and processes.
  • B. ecoregionInfluence
    Indicates that one ecoregion affects or shapes the environmental characteristics, processes, or conditions of another area or system.
  • C. primaryEcosystem chosen
    Indicates the main type of ecosystem in which an entity predominantly exists or operates.
  • D. ecoregion
    Indicates that one entity is located within, associated with, or belongs to the same ecological region as another entity.
  • E. hasEcology
    Indicates that an entity has a particular ecological context, such as its habitat, environmental role, or interactions within an ecosystem.
  • F. None of above.

Provenance (6 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97fd89d88190bc7db4b39058ae3a completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0562c5b5081908026b3f590b03aca completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b0613dfb048190b08b01837088b9dd completed March 10, 2026, 6:21 p.m.
NED2 Entity disambiguation (via description) batch_69b06514562881909d3b08af898406f7 completed March 10, 2026, 6:38 p.m.
PD Predicate disambiguation batch_69ad9603ddd88190b8bf91bc7517cc21 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 2:54 p.m.