Triple

T9922307
Position Surface form Disambiguated ID Type / Status
Subject Atlantic hurricane season E187824 entity
Predicate influencedBy P9 FINISHED
Object Saharan Air Layer
The Saharan Air Layer is a hot, dry, and dusty air mass that forms over the Sahara Desert and moves westward over the Atlantic, often suppressing tropical cyclone development and affecting weather and air quality across the ocean and adjacent regions.
E829127 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: Saharan Air Layer | Statement: [Atlantic hurricane season, influencedBy, Saharan Air Layer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saharan Air Layer
Context triple: [Atlantic hurricane season, influencedBy, Saharan Air Layer]
  • A. South Atlantic High
    The South Atlantic High is a semi-permanent subtropical high-pressure system over the South Atlantic Ocean that strongly shapes regional wind patterns, ocean currents, and climate in adjacent parts of South America and Africa.
  • B. Hadley circulation
    Hadley circulation is a large-scale atmospheric circulation pattern in which warm air rises near the equator, moves poleward at high altitudes, cools and sinks in the subtropics, and returns equatorward near the surface, strongly influencing tropical and subtropical climate.
  • C. Calima
    Calima refers to an ancient pre-Columbian culture from the Valle del Cauca region of Colombia, renowned for its sophisticated goldwork and distinctive ceramic art.
  • D. Shamardal
    Shamardal was a champion Thoroughbred racehorse and highly influential sire known for producing multiple Group 1 winners in Europe.
  • E. North Pacific subtropical high
    The North Pacific subtropical high is a large, semi-permanent high-pressure system over the northeastern Pacific Ocean that strongly influences the region’s climate, winds, and ocean currents.
  • 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: Saharan Air Layer
Triple: [Atlantic hurricane season, influencedBy, Saharan Air Layer]
Generated description
The Saharan Air Layer is a hot, dry, and dusty air mass that forms over the Sahara Desert and moves westward over the Atlantic, often suppressing tropical cyclone development and affecting weather and air quality across the ocean and adjacent regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saharan Air Layer
Target entity description: The Saharan Air Layer is a hot, dry, and dusty air mass that forms over the Sahara Desert and moves westward over the Atlantic, often suppressing tropical cyclone development and affecting weather and air quality across the ocean and adjacent regions.
  • A. South Atlantic High
    The South Atlantic High is a semi-permanent subtropical high-pressure system over the South Atlantic Ocean that strongly shapes regional wind patterns, ocean currents, and climate in adjacent parts of South America and Africa.
  • B. Hadley circulation
    Hadley circulation is a large-scale atmospheric circulation pattern in which warm air rises near the equator, moves poleward at high altitudes, cools and sinks in the subtropics, and returns equatorward near the surface, strongly influencing tropical and subtropical climate.
  • C. Calima
    Calima refers to an ancient pre-Columbian culture from the Valle del Cauca region of Colombia, renowned for its sophisticated goldwork and distinctive ceramic art.
  • D. Shamardal
    Shamardal was a champion Thoroughbred racehorse and highly influential sire known for producing multiple Group 1 winners in Europe.
  • E. North Pacific subtropical high
    The North Pacific subtropical high is a large, semi-permanent high-pressure system over the northeastern Pacific Ocean that strongly influences the region’s climate, winds, and ocean currents.
  • 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_69ca82b22a688190b52c75bd48429c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb56c7da88190ac37986a2e766b1e completed April 2, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20e019f788190a0106b60c8a39efa completed April 5, 2026, 7:23 a.m.
NEDg Description generation batch_69d20ed2dea481909fd9a9dddac3daf1 completed April 5, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69d20fef723881909d8d57548461926f completed April 5, 2026, 7:31 a.m.
Created at: March 30, 2026, 8:42 p.m.