Triple
T21172694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bergen school of meteorology cyclone model |
E521729
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Tor Bergeron
Tor Bergeron was a pioneering Swedish meteorologist best known for his fundamental contributions to cyclone theory and the Bergeron–Findeisen process of precipitation formation.
|
E1470119
|
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: Tor Bergeron | Statement: [Bergen school of meteorology cyclone model, associatedWith, Tor Bergeron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tor Bergeron Context triple: [Bergen school of meteorology cyclone model, associatedWith, Tor Bergeron]
-
A.
Tom Gonser
Tom Gonser is an American entrepreneur best known as the founder of DocuSign, a leading electronic signature and digital transaction management company.
-
B.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
C.
Brent Gutzeit
Brent Gutzeit is an American experimental musician and sound artist known for his work in noise, drone, and electroacoustic music, as well as for co-founding the label and collective Boxmedia.
-
D.
Gary Bonner
Gary Bonner is a musician best known as a member of the new wave band Tom Tom Club.
-
E.
Tim Bessolo
Tim Bessolo is an individual recognized by the NCAA with its prestigious Award of Valor for extraordinary courage and heroism.
- 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: Tor Bergeron Triple: [Bergen school of meteorology cyclone model, associatedWith, Tor Bergeron]
Generated description
Tor Bergeron was a pioneering Swedish meteorologist best known for his fundamental contributions to cyclone theory and the Bergeron–Findeisen process of precipitation formation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tor Bergeron Target entity description: Tor Bergeron was a pioneering Swedish meteorologist best known for his fundamental contributions to cyclone theory and the Bergeron–Findeisen process of precipitation formation.
-
A.
Tom Gonser
Tom Gonser is an American entrepreneur best known as the founder of DocuSign, a leading electronic signature and digital transaction management company.
-
B.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
C.
Brent Gutzeit
Brent Gutzeit is an American experimental musician and sound artist known for his work in noise, drone, and electroacoustic music, as well as for co-founding the label and collective Boxmedia.
-
D.
Gary Bonner
Gary Bonner is a musician best known as a member of the new wave band Tom Tom Club.
-
E.
Tim Bessolo
Tim Bessolo is an individual recognized by the NCAA with its prestigious Award of Valor for extraordinary courage and heroism.
- 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_69e0b50e30748190b186824a206d39b9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e727141b7c81908eb8ca92850736a4 |
completed | April 21, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09757599708190b03ebb61a54b0c2a |
completed | May 17, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a097664811c81908e9bb1dfcf88b042 |
completed | May 17, 2026, 8:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0978130b1481909e7a7c7a43f82c15 |
completed | May 17, 2026, 8:10 a.m. |
Created at: April 16, 2026, 3 p.m.