Triple

T2404947
Position Surface form Disambiguated ID Type / Status
Subject Leeuwin Current E50253 entity
Predicate associatedWith P37 FINISHED
Object Ningaloo Niño marine heatwave events
Ningaloo Niño marine heatwave events are episodic extreme warming episodes off Western Australia’s coast that cause widespread marine heat stress, coral bleaching, and ecosystem disruption.
E262961 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: Ningaloo Niño marine heatwave events | Statement: [Leeuwin Current, associatedWith, Ningaloo Niño marine heatwave events]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ningaloo Niño marine heatwave events
Context triple: [Leeuwin Current, associatedWith, Ningaloo Niño marine heatwave events]
  • A. La Niña
    La Niña is the cool phase of the El Niño–Southern Oscillation climate pattern, characterized by unusually cold ocean temperatures in the central and eastern equatorial Pacific and associated shifts in global weather.
  • B. Loop Current
    The Loop Current is a warm ocean current in the Gulf of Mexico that flows northward from the Caribbean, loops east and south, and then exits through the Florida Straits to feed the Gulf Stream.
  • C. Regular Process for Global Reporting and Assessment of the State of the Marine Environment
    The Regular Process for Global Reporting and Assessment of the State of the Marine Environment is a United Nations-led initiative that periodically evaluates the condition of the world’s oceans and seas to inform policy and support sustainable ocean management.
  • D. El Niño
    El Niño is a climate pattern characterized by unusually warm sea surface temperatures in the central and eastern tropical Pacific Ocean, which can disrupt weather patterns worldwide.
  • E. Seascape
    Seascape is a Pulitzer Prize-winning play by Edward Albee that blends domestic drama with surreal encounters between humans and evolved sea creatures to explore themes of communication, evolution, and aging.
  • 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: Ningaloo Niño marine heatwave events
Triple: [Leeuwin Current, associatedWith, Ningaloo Niño marine heatwave events]
Generated description
Ningaloo Niño marine heatwave events are episodic extreme warming episodes off Western Australia’s coast that cause widespread marine heat stress, coral bleaching, and ecosystem disruption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ningaloo Niño marine heatwave events
Target entity description: Ningaloo Niño marine heatwave events are episodic extreme warming episodes off Western Australia’s coast that cause widespread marine heat stress, coral bleaching, and ecosystem disruption.
  • A. La Niña
    La Niña is the cool phase of the El Niño–Southern Oscillation climate pattern, characterized by unusually cold ocean temperatures in the central and eastern equatorial Pacific and associated shifts in global weather.
  • B. Loop Current
    The Loop Current is a warm ocean current in the Gulf of Mexico that flows northward from the Caribbean, loops east and south, and then exits through the Florida Straits to feed the Gulf Stream.
  • C. Regular Process for Global Reporting and Assessment of the State of the Marine Environment
    The Regular Process for Global Reporting and Assessment of the State of the Marine Environment is a United Nations-led initiative that periodically evaluates the condition of the world’s oceans and seas to inform policy and support sustainable ocean management.
  • D. El Niño
    El Niño is a climate pattern characterized by unusually warm sea surface temperatures in the central and eastern tropical Pacific Ocean, which can disrupt weather patterns worldwide.
  • E. Seascape
    Seascape is a Pulitzer Prize-winning play by Edward Albee that blends domestic drama with surreal encounters between humans and evolved sea creatures to explore themes of communication, evolution, and aging.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8fa151081909bc6be528b29b315 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e740c88190872aa1a7834d73b0 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4b942b08190addc2885fbda0e41 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb557247c8190920ce3a5db388800 completed March 9, 2026, 11:56 a.m.
Created at: March 4, 2026, 7:58 p.m.