Triple

T5341351
Position Surface form Disambiguated ID Type / Status
Subject 2005 Atlantic hurricane season E123950 entity
Predicate includesStorm P1393 FINISHED
Object Tropical Storm Arlene
Tropical Storm Arlene was an early-season 2005 Atlantic tropical cyclone that brought heavy rain, gusty winds, and localized flooding to parts of the Caribbean and U.S. Gulf Coast.
E512138 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: Tropical Storm Arlene | Statement: [2005 Atlantic hurricane season, includesStorm, Tropical Storm Arlene]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tropical Storm Arlene
Context triple: [2005 Atlantic hurricane season, includesStorm, Tropical Storm Arlene]
  • A. Hurricane Lane
    Hurricane Lane is a top-class British Thoroughbred racehorse known for his multiple Group 1 victories in major European staying races.
  • B. Hurricane Hank
    Hurricane Hank was the nickname of Henry Armstrong, a legendary American boxer renowned for simultaneously holding world titles in three different weight divisions.
  • C. Hurricane Henry
    Hurricane Henry was the ring nickname of Henry Armstrong, the legendary American boxer who simultaneously held world titles in three weight divisions.
  • D. Hurricane Michael
    Hurricane Michael was a powerful Category 5 Atlantic hurricane in October 2018 that caused catastrophic damage along the Florida Panhandle and surrounding regions.
  • E. Hurricane Dorian
    Hurricane Dorian was a catastrophic Category 5 Atlantic hurricane in 2019 that devastated parts of the Bahamas, especially the Abaco Islands and Grand Bahama, and became one of the strongest storms on record for the region.
  • 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 Storm Arlene
Triple: [2005 Atlantic hurricane season, includesStorm, Tropical Storm Arlene]
Generated description
Tropical Storm Arlene was an early-season 2005 Atlantic tropical cyclone that brought heavy rain, gusty winds, and localized flooding to parts of the Caribbean and U.S. Gulf Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tropical Storm Arlene
Target entity description: Tropical Storm Arlene was an early-season 2005 Atlantic tropical cyclone that brought heavy rain, gusty winds, and localized flooding to parts of the Caribbean and U.S. Gulf Coast.
  • A. Hurricane Lane
    Hurricane Lane is a top-class British Thoroughbred racehorse known for his multiple Group 1 victories in major European staying races.
  • B. Hurricane Hank
    Hurricane Hank was the nickname of Henry Armstrong, a legendary American boxer renowned for simultaneously holding world titles in three different weight divisions.
  • C. Hurricane Henry
    Hurricane Henry was the ring nickname of Henry Armstrong, the legendary American boxer who simultaneously held world titles in three weight divisions.
  • D. Hurricane Michael
    Hurricane Michael was a powerful Category 5 Atlantic hurricane in October 2018 that caused catastrophic damage along the Florida Panhandle and surrounding regions.
  • E. Hurricane Dorian
    Hurricane Dorian was a catastrophic Category 5 Atlantic hurricane in 2019 that devastated parts of the Bahamas, especially the Abaco Islands and Grand Bahama, and became one of the strongest storms on record for the region.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: includesStorm
Context triple: [2005 Atlantic hurricane season, includesStorm, Tropical Storm Arlene]
  • A. stormedOn
    Indicates that a storm or severe weather event occurred affecting or impacting a particular entity or location.
  • B. typicalStormType
    Indicates the kind of storm that is most commonly or characteristically associated with a given context or location.
  • C. includes chosen
    Indicates that one entity contains, encompasses, or has another entity as a part, member, or subset.
  • D. hasExtremeWeatherCharacteristic
    Indicates that something possesses a notable or defining feature related to extreme weather conditions.
  • E. associatedWithPrecipitationType
    Indicates that there is a relationship between an entity and a specific type or category of precipitation (such as rain, snow, or hail).
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85e86edc81908d87933db6489f91 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c8db388190a31f55854e7370fc completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
PD Predicate disambiguation batch_69bd845a62b081909782863865b257a9 completed March 20, 2026, 5:31 p.m.
Created at: March 20, 2026, 2 p.m.