Triple

T10377002
Position Surface form Disambiguated ID Type / Status
Subject US GODAE Argo data center E244531 entity
Predicate partOf P40 FINISHED
Object international Argo program
The international Argo program is a global ocean observing initiative that deploys a worldwide array of autonomous profiling floats to continuously measure temperature, salinity, and currents throughout the upper ocean for climate and oceanographic research.
E860381 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: international Argo program | Statement: [US GODAE Argo data center, partOf, international Argo program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: international Argo program
Context triple: [US GODAE Argo data center, partOf, international Argo program]
  • A. Global Ocean Observing System
    The Global Ocean Observing System is an international collaborative framework that coordinates and advances sustained ocean observations to support climate research, weather forecasting, marine services, and environmental management.
  • B. 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.
  • C. US GODAE Argo data center
    The US GODAE Argo data center is a U.S.-based oceanographic facility that archives, processes, and distributes global Argo float observations for research and operational oceanography.
  • D. Argo floats
    Argo floats are autonomous, drifting oceanographic instruments that profile temperature, salinity, and currents throughout the global oceans to support climate and circulation research.
  • E. International Council for the Exploration of the Sea
    The International Council for the Exploration of the Sea (ICES) is an intergovernmental marine science organization that coordinates and advances research on the North Atlantic and adjacent seas to inform sustainable management of marine resources and ecosystems.
  • 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: international Argo program
Triple: [US GODAE Argo data center, partOf, international Argo program]
Generated description
The international Argo program is a global ocean observing initiative that deploys a worldwide array of autonomous profiling floats to continuously measure temperature, salinity, and currents throughout the upper ocean for climate and oceanographic research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: international Argo program
Target entity description: The international Argo program is a global ocean observing initiative that deploys a worldwide array of autonomous profiling floats to continuously measure temperature, salinity, and currents throughout the upper ocean for climate and oceanographic research.
  • A. Global Ocean Observing System
    The Global Ocean Observing System is an international collaborative framework that coordinates and advances sustained ocean observations to support climate research, weather forecasting, marine services, and environmental management.
  • B. 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.
  • C. US GODAE Argo data center
    The US GODAE Argo data center is a U.S.-based oceanographic facility that archives, processes, and distributes global Argo float observations for research and operational oceanography.
  • D. Argo floats
    Argo floats are autonomous, drifting oceanographic instruments that profile temperature, salinity, and currents throughout the global oceans to support climate and circulation research.
  • E. International Council for the Exploration of the Sea
    The International Council for the Exploration of the Sea (ICES) is an intergovernmental marine science organization that coordinates and advances research on the North Atlantic and adjacent seas to inform sustainable management of marine resources and ecosystems.
  • 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_69d4e98f312481909f7276fc3762d7bc completed April 7, 2026, 11:25 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.