Triple
T17693760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Actor-Critic using Kronecker-Factored Trust Region |
E441103
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Roger B. Grosse
Roger B. Grosse is a computer scientist and machine learning researcher known for his contributions to deep learning optimization and probabilistic modeling.
|
E1463050
|
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: Roger B. Grosse | Statement: [Actor-Critic using Kronecker-Factored Trust Region, introducedBy, Roger B. Grosse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roger B. Grosse Context triple: [Actor-Critic using Kronecker-Factored Trust Region, introducedBy, Roger B. Grosse]
-
A.
Charles Gross
Charles Gross is an American composer best known for his film and television scores, including the soundtrack for the comedy film "Turner & Hooch."
-
B.
Larry Pizer
Larry Pizer was a British cinematographer known for his work on films such as the cult rock musical "Phantom of the Paradise."
-
C.
Stephen K. Robinson
Stephen K. Robinson is a former NASA astronaut and aerospace engineer who flew on multiple Space Shuttle missions and conducted spacewalks to help assemble and repair the International Space Station.
-
D.
David F. Rogers
David F. Rogers is a computer scientist and pioneer in computer-aided geometric design and graphics, recognized for his influential textbooks and contributions to the field.
-
E.
Philip W. Goetz
Philip W. Goetz is an American editor best known for serving as the chief editor of the 15th edition of the Encyclopaedia Britannica.
- 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: Roger B. Grosse Triple: [Actor-Critic using Kronecker-Factored Trust Region, introducedBy, Roger B. Grosse]
Generated description
Roger B. Grosse is a computer scientist and machine learning researcher known for his contributions to deep learning optimization and probabilistic modeling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roger B. Grosse Target entity description: Roger B. Grosse is a computer scientist and machine learning researcher known for his contributions to deep learning optimization and probabilistic modeling.
-
A.
Charles Gross
Charles Gross is an American composer best known for his film and television scores, including the soundtrack for the comedy film "Turner & Hooch."
-
B.
Larry Pizer
Larry Pizer was a British cinematographer known for his work on films such as the cult rock musical "Phantom of the Paradise."
-
C.
Stephen K. Robinson
Stephen K. Robinson is a former NASA astronaut and aerospace engineer who flew on multiple Space Shuttle missions and conducted spacewalks to help assemble and repair the International Space Station.
-
D.
David F. Rogers
David F. Rogers is a computer scientist and pioneer in computer-aided geometric design and graphics, recognized for his influential textbooks and contributions to the field.
-
E.
Philip W. Goetz
Philip W. Goetz is an American editor best known for serving as the chief editor of the 15th edition of the Encyclopaedia Britannica.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4715485d88190b9b6f347ff85d7c7 |
completed | April 19, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0947285210819089446cb626a46d4e |
completed | May 17, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_6a0947c3422c8190adecb8a91e3ebe31 |
completed | May 17, 2026, 4:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09489195b88190bdfb0c1b2d6d35e2 |
completed | May 17, 2026, 4:48 a.m. |
Created at: April 10, 2026, 10:04 a.m.