Triple

T10376767
Position Surface form Disambiguated ID Type / Status
Subject Argo program E244526 entity
Predicate hasExtension P455 FINISHED
Object Biogeochemical Argo
Biogeochemical Argo is a global network of autonomous profiling floats that measure key chemical and biological properties of the ocean to study its biogeochemical cycles and their role in the Earth’s climate system.
E860367 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: Biogeochemical Argo | Statement: [Argo program, hasExtension, Biogeochemical Argo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biogeochemical Argo
Context triple: [Argo program, hasExtension, Biogeochemical Argo]
  • 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. 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.
  • C. 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.
  • D. Agulhas Current Large Marine Ecosystem
    The Agulhas Current Large Marine Ecosystem is a highly productive and biodiverse marine region in the southwest Indian Ocean, strongly influenced by the warm Agulhas Current flowing along southern Africa.
  • E. Ocean Colour Scene
    Ocean Colour Scene is a British rock band from Birmingham best known for their role in the 1990s Britpop movement with hits like "The Riverboat Song" and "The Day We Caught the Train."
  • 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: Biogeochemical Argo
Triple: [Argo program, hasExtension, Biogeochemical Argo]
Generated description
Biogeochemical Argo is a global network of autonomous profiling floats that measure key chemical and biological properties of the ocean to study its biogeochemical cycles and their role in the Earth’s climate system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biogeochemical Argo
Target entity description: Biogeochemical Argo is a global network of autonomous profiling floats that measure key chemical and biological properties of the ocean to study its biogeochemical cycles and their role in the Earth’s climate system.
  • 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. 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.
  • C. 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.
  • D. Agulhas Current Large Marine Ecosystem
    The Agulhas Current Large Marine Ecosystem is a highly productive and biodiverse marine region in the southwest Indian Ocean, strongly influenced by the warm Agulhas Current flowing along southern Africa.
  • E. Ocean Colour Scene
    Ocean Colour Scene is a British rock band from Birmingham best known for their role in the 1990s Britpop movement with hits like "The Riverboat Song" and "The Day We Caught the Train."
  • 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.