Triple
T17694119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal Value Function Approximators |
E441116
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Karol Gregor |
—
|
NE NERFINISHED |
How this triple was built (3 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: Karol Gregor | Statement: [Universal Value Function Approximators, introducedBy, Karol Gregor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karol Gregor Context triple: [Universal Value Function Approximators, introducedBy, Karol Gregor]
-
A.
Pavel Kohout
Pavel Kohout is a Czech writer and former dissident best known as a prominent playwright and novelist associated with the Prague Spring and the Charter 77 movement.
-
B.
Jan Kotěra
Jan Kotěra was a pioneering Czech architect and key figure of early modern architecture in Central Europe, known for transitioning from Art Nouveau to functionalist and modernist styles.
-
C.
Karel Gut
Karel Gut was a prominent Czech ice hockey coach and former player who significantly influenced Czechoslovak and later Czech ice hockey at the international level.
-
D.
Prokop Holý
Prokop Holý was a prominent 15th-century Czech Hussite military leader and priest who played a key role in the Hussite Wars.
-
E.
Lumír Hanuš
Lumír Hanuš is a Czech analytical chemist and cannabis researcher best known for co-discovering the endocannabinoid anandamide.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karol Gregor Target entity description: Karol Gregor is a machine learning researcher known for his work on deep reinforcement learning and representation learning, including the development of Universal Value Function Approximators.
-
A.
Pavel Kohout
Pavel Kohout is a Czech writer and former dissident best known as a prominent playwright and novelist associated with the Prague Spring and the Charter 77 movement.
-
B.
Jan Kotěra
Jan Kotěra was a pioneering Czech architect and key figure of early modern architecture in Central Europe, known for transitioning from Art Nouveau to functionalist and modernist styles.
-
C.
Karel Gut
Karel Gut was a prominent Czech ice hockey coach and former player who significantly influenced Czechoslovak and later Czech ice hockey at the international level.
-
D.
Prokop Holý
Prokop Holý was a prominent 15th-century Czech Hussite military leader and priest who played a key role in the Hussite Wars.
-
E.
Lumír Hanuš
Lumír Hanuš is a Czech analytical chemist and cannabis researcher best known for co-discovering the endocannabinoid anandamide.
- F. None of above. chosen
Provenance (2 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4715485d88190b9b6f347ff85d7c7 |
completed | April 19, 2026, 6:08 a.m. |
Created at: April 10, 2026, 10:04 a.m.