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.