Triple
T1793230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WaveNet |
E39544
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Nal Kalchbrenner
Nal Kalchbrenner is a computer scientist and machine learning researcher known for co-developing WaveNet, a groundbreaking deep generative model for raw audio.
|
E200564
|
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: Nal Kalchbrenner | Statement: [WaveNet, introducedBy, Nal Kalchbrenner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nal Kalchbrenner Context triple: [WaveNet, introducedBy, Nal Kalchbrenner]
-
A.
Christian Wagner
Christian Wagner is a film editor known for his work on major Hollywood productions, including the superhero film "The Suicide Squad."
-
B.
Horst Kettner
Horst Kettner is best known as the longtime companion and later husband of German filmmaker and photographer Leni Riefenstahl, with whom he collaborated closely in her later life and work.
-
C.
Kurt Franz
Kurt Franz was a high-ranking SS officer and one of the principal perpetrators of the Holocaust, notorious for his brutal role in the mass murder of Jews at the Treblinka extermination camp.
-
D.
Ludwig Crüwell
Ludwig Crüwell was a German Wehrmacht general and Afrika Korps commander during World War II, noted for his leadership in the North African campaign.
-
E.
Markus Morgenstern
Markus Morgenstern is a mathematician known for his contributions to combinatorics and graph theory.
- 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: Nal Kalchbrenner Triple: [WaveNet, introducedBy, Nal Kalchbrenner]
Generated description
Nal Kalchbrenner is a computer scientist and machine learning researcher known for co-developing WaveNet, a groundbreaking deep generative model for raw audio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nal Kalchbrenner Target entity description: Nal Kalchbrenner is a computer scientist and machine learning researcher known for co-developing WaveNet, a groundbreaking deep generative model for raw audio.
-
A.
Christian Wagner
Christian Wagner is a film editor known for his work on major Hollywood productions, including the superhero film "The Suicide Squad."
-
B.
Horst Kettner
Horst Kettner is best known as the longtime companion and later husband of German filmmaker and photographer Leni Riefenstahl, with whom he collaborated closely in her later life and work.
-
C.
Kurt Franz
Kurt Franz was a high-ranking SS officer and one of the principal perpetrators of the Holocaust, notorious for his brutal role in the mass murder of Jews at the Treblinka extermination camp.
-
D.
Ludwig Crüwell
Ludwig Crüwell was a German Wehrmacht general and Afrika Korps commander during World War II, noted for his leadership in the North African campaign.
-
E.
Markus Morgenstern
Markus Morgenstern is a mathematician known for his contributions to combinatorics and graph theory.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa653b02448190bc475bc22187f5b0 |
completed | March 6, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d26afc81909675064289d3a5b8 |
completed | March 8, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69adb69b142c81909dd8bd40e8e440ad |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8bac99081908cf126d42c609559 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.