Triple

T10376862
Position Surface form Disambiguated ID Type / Status
Subject World Climate Research Programme E244528 entity
Predicate program P804 FINISHED
Object Climate and Ocean: Variability, Predictability and Change
Climate and Ocean: Variability, Predictability and Change is a core World Climate Research Programme initiative focused on understanding and predicting climate and ocean variability and long-term change.
E860368 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: Climate and Ocean: Variability, Predictability and Change | Statement: [World Climate Research Programme, program, Climate and Ocean: Variability, Predictability and Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Climate and Ocean: Variability, Predictability and Change
Context triple: [World Climate Research Programme, program, Climate and Ocean: Variability, Predictability and Change]
  • A. Integrated Ocean Observing System Program
    The Integrated Ocean Observing System Program is a U.S. federal initiative that coordinates and supports nationwide coastal and ocean observing networks to provide real-time data for marine operations, environmental monitoring, and decision-making.
  • B. Atlantic Multidecadal Variability
    Atlantic Multidecadal Variability is a long-term pattern of sea surface temperature fluctuations in the North Atlantic Ocean that affects regional and global climate, including hurricane activity and rainfall patterns.
  • C. Southern Annular Mode variability
    Southern Annular Mode variability refers to fluctuations in the dominant pattern of atmospheric pressure and westerly wind strength encircling Antarctica, which strongly influence Southern Hemisphere climate and ocean circulation.
  • D. Changing Ocean, Marine Ecosystems, and Dependent Communities
    "Changing Ocean, Marine Ecosystems, and Dependent Communities" is a chapter of the IPCC Special Report on the Ocean and Cryosphere in a Changing Climate that assesses how climate-driven ocean changes affect marine ecosystems and the human societies that rely on them.
  • E. Earth climate system
    The Earth climate system is the interconnected global network of atmosphere, oceans, land surfaces, ice, and living organisms that together regulate the planet’s weather patterns and long-term climate.
  • 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: Climate and Ocean: Variability, Predictability and Change
Triple: [World Climate Research Programme, program, Climate and Ocean: Variability, Predictability and Change]
Generated description
Climate and Ocean: Variability, Predictability and Change is a core World Climate Research Programme initiative focused on understanding and predicting climate and ocean variability and long-term change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Climate and Ocean: Variability, Predictability and Change
Target entity description: Climate and Ocean: Variability, Predictability and Change is a core World Climate Research Programme initiative focused on understanding and predicting climate and ocean variability and long-term change.
  • A. Integrated Ocean Observing System Program
    The Integrated Ocean Observing System Program is a U.S. federal initiative that coordinates and supports nationwide coastal and ocean observing networks to provide real-time data for marine operations, environmental monitoring, and decision-making.
  • B. Atlantic Multidecadal Variability
    Atlantic Multidecadal Variability is a long-term pattern of sea surface temperature fluctuations in the North Atlantic Ocean that affects regional and global climate, including hurricane activity and rainfall patterns.
  • C. Southern Annular Mode variability
    Southern Annular Mode variability refers to fluctuations in the dominant pattern of atmospheric pressure and westerly wind strength encircling Antarctica, which strongly influence Southern Hemisphere climate and ocean circulation.
  • D. Changing Ocean, Marine Ecosystems, and Dependent Communities
    "Changing Ocean, Marine Ecosystems, and Dependent Communities" is a chapter of the IPCC Special Report on the Ocean and Cryosphere in a Changing Climate that assesses how climate-driven ocean changes affect marine ecosystems and the human societies that rely on them.
  • E. Earth climate system
    The Earth climate system is the interconnected global network of atmosphere, oceans, land surfaces, ice, and living organisms that together regulate the planet’s weather patterns and long-term climate.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e98278e08190a4d3ff88b4039e49 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d795754570819093747f80e32fffce completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d7bde050ac8190b87a0c81700ad1b1 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e60afaf481909a0790c94e323143 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, 12:02 p.m.