Triple
T18629540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Q-learning |
E455376
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Christopher J. C. H. Watkins |
—
|
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: Christopher J. C. H. Watkins | Statement: [Q-learning, hasAuthor, Christopher J. C. H. Watkins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christopher J. C. H. Watkins Context triple: [Q-learning, hasAuthor, Christopher J. C. H. Watkins]
-
A.
James Watkins
James Watkins is a British filmmaker best known for directing the 2012 horror film "The Woman in Black" and the thriller "Eden Lake."
-
B.
Jon Wright
Jon Wright is a British entrepreneur best known as one of the co-founders of the smoothie and juice company Innocent Drinks.
-
C.
Colin Kroll
Colin Kroll was an American technology entrepreneur best known as the co-founder of the short-form video platform Vine and the mobile trivia game HQ Trivia.
-
D.
Robert Watts
Robert Watts is a British film producer best known for his work on major films such as Who Framed Roger Rabbit and entries in the Star Wars and Indiana Jones franchises.
-
E.
Jeffrey Squires
Jeffrey Squires is an individual known primarily in a professional or academic context under the title Dr. Jeffrey Squires.
- 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: Christopher J. C. H. Watkins Target entity description: Christopher J. C. H. Watkins is a computer scientist best known for pioneering the Q-learning algorithm in reinforcement learning.
-
A.
James Watkins
James Watkins is a British filmmaker best known for directing the 2012 horror film "The Woman in Black" and the thriller "Eden Lake."
-
B.
Jon Wright
Jon Wright is a British entrepreneur best known as one of the co-founders of the smoothie and juice company Innocent Drinks.
-
C.
Colin Kroll
Colin Kroll was an American technology entrepreneur best known as the co-founder of the short-form video platform Vine and the mobile trivia game HQ Trivia.
-
D.
Robert Watts
Robert Watts is a British film producer best known for his work on major films such as Who Framed Roger Rabbit and entries in the Star Wars and Indiana Jones franchises.
-
E.
Jeffrey Squires
Jeffrey Squires is an individual known primarily in a professional or academic context under the title Dr. Jeffrey Squires.
- 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f06f4a081909b64f33814577488 |
completed | April 19, 2026, 9:54 p.m. |
Created at: April 10, 2026, 11:46 a.m.