Triple

T9005222
Position Surface form Disambiguated ID Type / Status
Subject Equatorial Undercurrent E215125 entity
Predicate monitoredBy P752 FINISHED
Object Tropical Atmosphere Ocean (TAO) array in the Pacific
The Tropical Atmosphere Ocean (TAO) array in the Pacific is a network of moored oceanographic buoys designed to continuously monitor equatorial Pacific ocean–atmosphere conditions, particularly for studying and forecasting phenomena like El Niño and La Niña.
E770665 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: Tropical Atmosphere Ocean (TAO) array in the Pacific | Statement: [Equatorial Undercurrent, monitoredBy, Tropical Atmosphere Ocean (TAO) array in the Pacific]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tropical Atmosphere Ocean (TAO) array in the Pacific
Context triple: [Equatorial Undercurrent, monitoredBy, Tropical Atmosphere Ocean (TAO) array in the Pacific]
  • A. Pacific Islands Ocean Observing System
    The Pacific Islands Ocean Observing System is a regional ocean observation and data-collection program focused on monitoring and understanding marine and climate conditions across the Pacific Islands.
  • B. 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.
  • C. Southern Oscillation
    The Southern Oscillation is a large-scale atmospheric pressure pattern across the tropical Pacific that drives the El Niño–Southern Oscillation climate phenomenon and influences global weather and rainfall.
  • D. Southern Oscillation Index
    The Southern Oscillation Index is a standardized atmospheric pressure-based metric used to monitor and quantify the strength and phase of the El Niño–Southern Oscillation climate pattern.
  • E. Indian Ocean Dipole
    The Indian Ocean Dipole is a climate phenomenon characterized by irregular sea surface temperature differences between the western and eastern Indian Ocean, which strongly affects regional weather patterns such as rainfall and monsoon behavior.
  • 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: Tropical Atmosphere Ocean (TAO) array in the Pacific
Triple: [Equatorial Undercurrent, monitoredBy, Tropical Atmosphere Ocean (TAO) array in the Pacific]
Generated description
The Tropical Atmosphere Ocean (TAO) array in the Pacific is a network of moored oceanographic buoys designed to continuously monitor equatorial Pacific ocean–atmosphere conditions, particularly for studying and forecasting phenomena like El Niño and La Niña.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tropical Atmosphere Ocean (TAO) array in the Pacific
Target entity description: The Tropical Atmosphere Ocean (TAO) array in the Pacific is a network of moored oceanographic buoys designed to continuously monitor equatorial Pacific ocean–atmosphere conditions, particularly for studying and forecasting phenomena like El Niño and La Niña.
  • A. Pacific Islands Ocean Observing System
    The Pacific Islands Ocean Observing System is a regional ocean observation and data-collection program focused on monitoring and understanding marine and climate conditions across the Pacific Islands.
  • B. 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.
  • C. Southern Oscillation
    The Southern Oscillation is a large-scale atmospheric pressure pattern across the tropical Pacific that drives the El Niño–Southern Oscillation climate phenomenon and influences global weather and rainfall.
  • D. Southern Oscillation Index
    The Southern Oscillation Index is a standardized atmospheric pressure-based metric used to monitor and quantify the strength and phase of the El Niño–Southern Oscillation climate pattern.
  • E. Indian Ocean Dipole
    The Indian Ocean Dipole is a climate phenomenon characterized by irregular sea surface temperature differences between the western and eastern Indian Ocean, which strongly affects regional weather patterns such as rainfall and monsoon behavior.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc695afa34819086cf6fcce2997b5f completed April 1, 2026, 12:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e3f0c88190ae688632be25e5c9 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd17e5850819087fbb60fdc612fd9 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd215204c8190886cc071f100aab6 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:05 p.m.