Triple

T5337340
Position Surface form Disambiguated ID Type / Status
Subject Atlantic Water E123857 entity
Predicate playsRoleIn P268 FINISHED
Object Arctic Ocean heat budget
The Arctic Ocean heat budget is the balance of heat gained and lost in the Arctic marine system, largely governed by oceanic heat transport (notably via Atlantic Water), atmospheric fluxes, sea ice processes, and interactions with the seafloor and surrounding continents.
E511453 NE FINISHED

How this triple was built (4 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: Arctic Ocean heat budget | Statement: [Atlantic Water, playsRoleIn, Arctic Ocean heat budget]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arctic Ocean heat budget
Context triple: [Atlantic Water, playsRoleIn, Arctic Ocean heat budget]
  • A. Arctic sea ice system
    The Arctic sea ice system is the interconnected network of frozen ocean, ocean currents, atmosphere, and ecosystems in the Arctic region that governs sea ice formation, movement, and melting.
  • B. International Bathymetric Chart of the Arctic Ocean
    The International Bathymetric Chart of the Arctic Ocean is a comprehensive mapping project that compiles and standardizes detailed seafloor topography data for the Arctic Ocean to support scientific research and navigation.
  • C. Denmark Strait overflow pathway
    The Denmark Strait overflow pathway is a deep ocean current route that transports dense, cold water from the Nordic Seas into the North Atlantic, playing a key role in global thermohaline circulation.
  • D. Arctic Monitoring and Assessment Programme
    The Arctic Monitoring and Assessment Programme is a scientific working group that evaluates and reports on pollution, climate change, and environmental health in the Arctic region to inform policy decisions.
  • E. North Atlantic subpolar gyre system
    The North Atlantic subpolar gyre system is a large-scale ocean circulation feature in the northern North Atlantic that strongly influences regional climate, heat and freshwater transport, and the formation of deep and intermediate water masses.
  • 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: Arctic Ocean heat budget
Triple: [Atlantic Water, playsRoleIn, Arctic Ocean heat budget]
Generated description
The Arctic Ocean heat budget is the balance of heat gained and lost in the Arctic marine system, largely governed by oceanic heat transport (notably via Atlantic Water), atmospheric fluxes, sea ice processes, and interactions with the seafloor and surrounding continents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arctic Ocean heat budget
Target entity description: The Arctic Ocean heat budget is the balance of heat gained and lost in the Arctic marine system, largely governed by oceanic heat transport (notably via Atlantic Water), atmospheric fluxes, sea ice processes, and interactions with the seafloor and surrounding continents.
  • A. Arctic sea ice system
    The Arctic sea ice system is the interconnected network of frozen ocean, ocean currents, atmosphere, and ecosystems in the Arctic region that governs sea ice formation, movement, and melting.
  • B. International Bathymetric Chart of the Arctic Ocean
    The International Bathymetric Chart of the Arctic Ocean is a comprehensive mapping project that compiles and standardizes detailed seafloor topography data for the Arctic Ocean to support scientific research and navigation.
  • C. Denmark Strait overflow pathway
    The Denmark Strait overflow pathway is a deep ocean current route that transports dense, cold water from the Nordic Seas into the North Atlantic, playing a key role in global thermohaline circulation.
  • D. Arctic Monitoring and Assessment Programme
    The Arctic Monitoring and Assessment Programme is a scientific working group that evaluates and reports on pollution, climate change, and environmental health in the Arctic region to inform policy decisions.
  • E. North Atlantic subpolar gyre system
    The North Atlantic subpolar gyre system is a large-scale ocean circulation feature in the northern North Atlantic that strongly influences regional climate, heat and freshwater transport, and the formation of deep and intermediate water masses.
  • F. None of above. chosen

Provenance (5 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85c6ec008190ad7a8a54360387d8 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c1e1f88190a47489a9491eaf08 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf199394e08190948f70a9884a39b6 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19f186bc81908e378f61100417a9 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 2 p.m.