Triple

T16947430
Position Surface form Disambiguated ID Type / Status
Subject IOC Assembly E411101 entity
Predicate alignedWith P1140 FINISHED
Object UN Decade of Ocean Science for Sustainable Development
The UN Decade of Ocean Science for Sustainable Development is a United Nations initiative (2021–2030) aimed at advancing ocean science and knowledge to support sustainable management, conservation, and use of the world’s oceans.
E1242158 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: UN Decade of Ocean Science for Sustainable Development | Statement: [IOC Assembly, alignedWith, UN Decade of Ocean Science for Sustainable Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UN Decade of Ocean Science for Sustainable Development
Context triple: [IOC Assembly, alignedWith, UN Decade of Ocean Science for Sustainable Development]
  • A. The Oceans, a Heritage for the Future
    "The Oceans, a Heritage for the Future" was the central environmental and cultural theme of Expo 98 in Lisbon, emphasizing the importance of ocean conservation for humanity’s future.
  • B. Special Report on the Ocean and Cryosphere in a Changing Climate
    The Special Report on the Ocean and Cryosphere in a Changing Climate is an IPCC scientific assessment detailing how climate change is affecting the world’s oceans, polar regions, and high-mountain areas, and outlining associated risks and adaptation options.
  • C. The Future of the Oceans
    "The Future of the Oceans" is a seminal work by ocean governance pioneer Elisabeth Mann Borgese that explores the legal, political, and environmental challenges of managing the world's seas as a shared global resource.
  • D. 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.
  • E. 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.
  • 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: UN Decade of Ocean Science for Sustainable Development
Triple: [IOC Assembly, alignedWith, UN Decade of Ocean Science for Sustainable Development]
Generated description
The UN Decade of Ocean Science for Sustainable Development is a United Nations initiative (2021–2030) aimed at advancing ocean science and knowledge to support sustainable management, conservation, and use of the world’s oceans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UN Decade of Ocean Science for Sustainable Development
Target entity description: The UN Decade of Ocean Science for Sustainable Development is a United Nations initiative (2021–2030) aimed at advancing ocean science and knowledge to support sustainable management, conservation, and use of the world’s oceans.
  • A. The Oceans, a Heritage for the Future
    "The Oceans, a Heritage for the Future" was the central environmental and cultural theme of Expo 98 in Lisbon, emphasizing the importance of ocean conservation for humanity’s future.
  • B. Special Report on the Ocean and Cryosphere in a Changing Climate
    The Special Report on the Ocean and Cryosphere in a Changing Climate is an IPCC scientific assessment detailing how climate change is affecting the world’s oceans, polar regions, and high-mountain areas, and outlining associated risks and adaptation options.
  • C. The Future of the Oceans
    "The Future of the Oceans" is a seminal work by ocean governance pioneer Elisabeth Mann Borgese that explores the legal, political, and environmental challenges of managing the world's seas as a shared global resource.
  • D. 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.
  • E. 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.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb374588190b30230594aa418c6 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfeca4208190a3b9270869063d3d completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0b13f1c819091f3f8b966e36214 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1ad6b7081908be76d70ad9e2075 completed May 10, 2026, 6:42 p.m.
Created at: April 10, 2026, 5:31 a.m.