Triple
T1007908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Bjerknes |
E21754
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Jule Gregory Charney
Jule Gregory Charney was a pioneering American meteorologist and mathematician who laid the foundations of modern numerical weather prediction and large-scale atmospheric dynamics.
|
E125546
|
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: Jule Gregory Charney | Statement: [Jacob Bjerknes, notableStudent, Jule Gregory Charney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jule Gregory Charney Context triple: [Jacob Bjerknes, notableStudent, Jule Gregory Charney]
-
A.
Syukuro Manabe
Syukuro Manabe is a Japanese-American climatologist and meteorologist renowned as a pioneer of climate modeling and a co-recipient of the 2021 Nobel Prize in Physics for his work on quantifying the role of greenhouse gases in climate change.
-
B.
Kerry Emanuel
Kerry Emanuel is an American atmospheric scientist renowned for his pioneering research on tropical cyclones and the impact of climate change on hurricane intensity.
-
C.
Stanley Corrsin
Stanley Corrsin was a prominent American fluid dynamicist renowned for his pioneering contributions to the study of turbulence and mixing in fluid flows.
-
D.
Jacob Bjerknes
Jacob Bjerknes was a Norwegian-American meteorologist and physicist renowned for his pioneering work on atmospheric circulation and for elucidating the mechanisms behind the El Niño–Southern Oscillation.
-
E.
Vilhelm Bjerknes
Vilhelm Bjerknes was a pioneering Norwegian physicist and meteorologist who laid the foundations of modern weather forecasting through his work on atmospheric dynamics and the Bergen School of Meteorology.
- 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: Jule Gregory Charney Triple: [Jacob Bjerknes, notableStudent, Jule Gregory Charney]
Generated description
Jule Gregory Charney was a pioneering American meteorologist and mathematician who laid the foundations of modern numerical weather prediction and large-scale atmospheric dynamics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jule Gregory Charney Target entity description: Jule Gregory Charney was a pioneering American meteorologist and mathematician who laid the foundations of modern numerical weather prediction and large-scale atmospheric dynamics.
-
A.
Syukuro Manabe
Syukuro Manabe is a Japanese-American climatologist and meteorologist renowned as a pioneer of climate modeling and a co-recipient of the 2021 Nobel Prize in Physics for his work on quantifying the role of greenhouse gases in climate change.
-
B.
Kerry Emanuel
Kerry Emanuel is an American atmospheric scientist renowned for his pioneering research on tropical cyclones and the impact of climate change on hurricane intensity.
-
C.
Stanley Corrsin
Stanley Corrsin was a prominent American fluid dynamicist renowned for his pioneering contributions to the study of turbulence and mixing in fluid flows.
-
D.
Jacob Bjerknes
Jacob Bjerknes was a Norwegian-American meteorologist and physicist renowned for his pioneering work on atmospheric circulation and for elucidating the mechanisms behind the El Niño–Southern Oscillation.
-
E.
Vilhelm Bjerknes
Vilhelm Bjerknes was a pioneering Norwegian physicist and meteorologist who laid the foundations of modern weather forecasting through his work on atmospheric dynamics and the Bergen School of Meteorology.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7a2186c819081a495bc15f8c7fd |
completed | March 1, 2026, 10:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c0ef95081909ddc4ec480248572 |
completed | March 7, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69ac4c9162a88190817354ad9aec1d04 |
completed | March 7, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4d3f62c881908e189bfe8cbbd2ac |
completed | March 7, 2026, 4:07 p.m. |
Created at: March 1, 2026, 7:41 p.m.