Triple

T3132065
Position Surface form Disambiguated ID Type / Status
Subject NOAA Office of Oceanic and Atmospheric Research E65436 entity
Predicate hasPart P35 FINISHED
Object NOAA Ocean Acidification Program
The NOAA Ocean Acidification Program is a U.S. federal research initiative that coordinates and funds studies, monitoring, and outreach on the causes and impacts of ocean acidification to inform management and policy.
E330478 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: NOAA Ocean Acidification Program | Statement: [NOAA Office of Oceanic and Atmospheric Research, hasPart, NOAA Ocean Acidification Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NOAA Ocean Acidification Program
Context triple: [NOAA Office of Oceanic and Atmospheric Research, hasPart, NOAA Ocean Acidification Program]
  • A. Benioff Ocean Initiative
    The Benioff Ocean Initiative is a marine conservation program based at UC Santa Barbara that funds and leads science-driven projects to tackle ocean pollution and other critical ocean health challenges.
  • B. 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.
  • C. National Sea Grant College Program
    The National Sea Grant College Program is a U.S. federal–state partnership that supports research, education, and outreach to promote the conservation and sustainable use of coastal and marine resources through a network of university-based programs.
  • D. Beaches and Coastal Systems Program
    The Beaches and Coastal Systems Program is a Florida state initiative focused on managing, protecting, and restoring the state’s beaches and coastal environments through regulation, monitoring, and coastal engineering projects.
  • E. NOAA Office of Oceanic and Atmospheric Research
    The NOAA Office of Oceanic and Atmospheric Research is the research arm of the National Oceanic and Atmospheric Administration, leading scientific studies on oceans, atmosphere, climate, and related environmental systems to inform policy and operational services.
  • 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: NOAA Ocean Acidification Program
Triple: [NOAA Office of Oceanic and Atmospheric Research, hasPart, NOAA Ocean Acidification Program]
Generated description
The NOAA Ocean Acidification Program is a U.S. federal research initiative that coordinates and funds studies, monitoring, and outreach on the causes and impacts of ocean acidification to inform management and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NOAA Ocean Acidification Program
Target entity description: The NOAA Ocean Acidification Program is a U.S. federal research initiative that coordinates and funds studies, monitoring, and outreach on the causes and impacts of ocean acidification to inform management and policy.
  • A. Benioff Ocean Initiative
    The Benioff Ocean Initiative is a marine conservation program based at UC Santa Barbara that funds and leads science-driven projects to tackle ocean pollution and other critical ocean health challenges.
  • B. 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.
  • C. National Sea Grant College Program
    The National Sea Grant College Program is a U.S. federal–state partnership that supports research, education, and outreach to promote the conservation and sustainable use of coastal and marine resources through a network of university-based programs.
  • D. Beaches and Coastal Systems Program
    The Beaches and Coastal Systems Program is a Florida state initiative focused on managing, protecting, and restoring the state’s beaches and coastal environments through regulation, monitoring, and coastal engineering projects.
  • E. NOAA Office of Oceanic and Atmospheric Research
    The NOAA Office of Oceanic and Atmospheric Research is the research arm of the National Oceanic and Atmospheric Administration, leading scientific studies on oceans, atmosphere, climate, and related environmental systems to inform policy and operational services.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada55f77b881908866fc43bdb18185 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f82787c81908eb72b18614c3421 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 3:04 p.m.