Triple

T13755898
Position Surface form Disambiguated ID Type / Status
Subject NOAA Climate Program Office E330473 entity
Predicate oversees P46 FINISHED
Object NOAA climate services programs
NOAA climate services programs are initiatives that provide climate data, research, tools, and decision-support services to help governments, businesses, and communities understand and manage climate-related risks and opportunities.
E330473 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 climate services programs | Statement: [NOAA Climate Program Office, oversees, NOAA climate services programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NOAA climate services programs
Context triple: [NOAA Climate Program Office, oversees, NOAA climate services programs]
  • A. Climate Services Information System
    The Climate Services Information System is a core operational pillar of the Global Framework for Climate Services that manages, produces, and disseminates climate data and products to support decision-making worldwide.
  • B. Global Framework for Climate Services
    The Global Framework for Climate Services is a United Nations-led initiative that coordinates the production and use of climate information to support decision-making in areas such as agriculture, water management, health, and disaster risk reduction worldwide.
  • C. NOAA Climate Program Office
    The NOAA Climate Program Office is a division of the National Oceanic and Atmospheric Administration that coordinates and funds research, observations, and services focused on understanding and predicting climate variability and change.
  • D. Weather, Climate, and Society
    Weather, Climate, and Society is a peer-reviewed academic journal that focuses on the interactions between atmospheric processes and human systems, including societal impacts, policy, and decision-making related to weather and climate.
  • E. Climate Prediction Center
    The Climate Prediction Center is a U.S. government center that provides operational climate forecasts, monitoring, and assessments to support weather- and climate-related 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: NOAA climate services programs
Triple: [NOAA Climate Program Office, oversees, NOAA climate services programs]
Generated description
NOAA climate services programs are initiatives that provide climate data, research, tools, and decision-support services to help governments, businesses, and communities understand and manage climate-related risks and opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NOAA climate services programs
Target entity description: NOAA climate services programs are initiatives that provide climate data, research, tools, and decision-support services to help governments, businesses, and communities understand and manage climate-related risks and opportunities.
  • A. Climate Services Information System
    The Climate Services Information System is a core operational pillar of the Global Framework for Climate Services that manages, produces, and disseminates climate data and products to support decision-making worldwide.
  • B. Global Framework for Climate Services
    The Global Framework for Climate Services is a United Nations-led initiative that coordinates the production and use of climate information to support decision-making in areas such as agriculture, water management, health, and disaster risk reduction worldwide.
  • C. NOAA Climate Program Office chosen
    The NOAA Climate Program Office is a division of the National Oceanic and Atmospheric Administration that coordinates and funds research, observations, and services focused on understanding and predicting climate variability and change.
  • D. Weather, Climate, and Society
    Weather, Climate, and Society is a peer-reviewed academic journal that focuses on the interactions between atmospheric processes and human systems, including societal impacts, policy, and decision-making related to weather and climate.
  • E. Climate Prediction Center
    The Climate Prediction Center is a U.S. government center that provides operational climate forecasts, monitoring, and assessments to support weather- and climate-related decision making.
  • F. None of above.

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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02179c948190a652cc8c586e418f completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a859e6748190aa1899830a02b710 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a91edc288190a95079e3ca11cfa7 completed May 3, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69f7a9c3c6548190802e1163c9c35b67 completed May 3, 2026, 8:02 p.m.
Created at: April 9, 2026, 10:09 p.m.