Triple

T1065038
Position Surface form Disambiguated ID Type / Status
Subject Hurricane Katrina E22990 entity
Predicate hurricaneSeason P1014 FINISHED
Object 2005 Atlantic hurricane season
The 2005 Atlantic hurricane season was an extraordinarily active and destructive year of tropical cyclones, notable for producing record-breaking storms including Hurricane Katrina.
E123950 NE FINISHED

How this triple was built (5 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: 2005 Atlantic hurricane season | Statement: [Hurricane Katrina, hurricaneSeason, 2005 Atlantic hurricane season]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2005 Atlantic hurricane season
Context triple: [Hurricane Katrina, hurricaneSeason, 2005 Atlantic hurricane season]
  • A. Atlantic hurricanes
    Atlantic hurricanes are powerful tropical cyclones that form over the warm waters of the Atlantic Ocean and can cause widespread destruction through intense winds, heavy rainfall, and storm surges.
  • B. Hurricane Katrina
    Hurricane Katrina was a catastrophic 2005 Atlantic hurricane that caused widespread devastation along the U.S. Gulf Coast, particularly in New Orleans, due to extreme flooding and levee failures.
  • C. Hurricane Sandy flooding in 2012
    Hurricane Sandy flooding in 2012 was a devastating storm surge and inundation event along the U.S. East Coast that caused widespread damage, power outages, and displacement in coastal communities.
  • D. Hurricane
    "Hurricane" is a protest song by Bob Dylan that narrates and condemns the wrongful imprisonment of boxer Rubin "Hurricane" Carter.
  • E. Hurricane
    The Hurricane is a British single-seat fighter aircraft that played a crucial role for the Royal Air Force during World War II, particularly in the Battle of Britain.
  • 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: 2005 Atlantic hurricane season
Triple: [Hurricane Katrina, hurricaneSeason, 2005 Atlantic hurricane season]
Generated description
The 2005 Atlantic hurricane season was an extraordinarily active and destructive year of tropical cyclones, notable for producing record-breaking storms including Hurricane Katrina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2005 Atlantic hurricane season
Target entity description: The 2005 Atlantic hurricane season was an extraordinarily active and destructive year of tropical cyclones, notable for producing record-breaking storms including Hurricane Katrina.
  • A. Atlantic hurricanes
    Atlantic hurricanes are powerful tropical cyclones that form over the warm waters of the Atlantic Ocean and can cause widespread destruction through intense winds, heavy rainfall, and storm surges.
  • B. Hurricane Katrina
    Hurricane Katrina was a catastrophic 2005 Atlantic hurricane that caused widespread devastation along the U.S. Gulf Coast, particularly in New Orleans, due to extreme flooding and levee failures.
  • C. Hurricane Sandy flooding in 2012
    Hurricane Sandy flooding in 2012 was a devastating storm surge and inundation event along the U.S. East Coast that caused widespread damage, power outages, and displacement in coastal communities.
  • D. Hurricane
    "Hurricane" is a protest song by Bob Dylan that narrates and condemns the wrongful imprisonment of boxer Rubin "Hurricane" Carter.
  • E. Hurricane
    The Hurricane is a British single-seat fighter aircraft that played a crucial role for the Royal Air Force during World War II, particularly in the Battle of Britain.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hurricaneSeason
Context triple: [Hurricane Katrina, hurricaneSeason, 2005 Atlantic hurricane season]
  • A. tornadoSeasonPeak
    Indicates the time period during which tornado activity typically reaches its highest frequency or intensity in a given region.
  • B. hasSeasonalFlooding
    Indicates that an area regularly experiences flooding during specific, recurring times of the year.
  • C. typicalStormType
    Indicates the kind of storm that is most commonly or characteristically associated with a given context or location.
  • D. hasExtremeWeatherCharacteristic
    Indicates that something possesses a notable or defining feature related to extreme weather conditions.
  • E. hasSeason chosen
    Indicates that an entity possesses, occurs during, or is associated with a particular season or set of seasons.
  • F. None of above.

Provenance (6 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b90f91248190ace1534a51b82bdd completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a336388190a6d18fda8a7a151d completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac43f306e48190b94f16749f5ba0d1 completed March 7, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ac44467c9c8190a82ea8158add468a completed March 7, 2026, 3:29 p.m.
PD Predicate disambiguation batch_69a4b7359eb881909c868a558861cc18 completed March 1, 2026, 10:01 p.m.
Created at: March 1, 2026, 7:42 p.m.