Triple
T18629541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Q-learning |
E455376
|
entity |
| Predicate | hasCoAuthor |
P2389
|
FINISHED |
| Object |
Peter Dayan
Peter Dayan is a computational neuroscientist and machine learning researcher known for foundational work in reinforcement learning and theories of neural computation.
|
E1335312
|
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: Peter Dayan | Statement: [Q-learning, hasCoAuthor, Peter Dayan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Dayan Context triple: [Q-learning, hasCoAuthor, Peter Dayan]
-
A.
Benjamin Sheares
Benjamin Sheares was the second President of Singapore, serving from 1971 until his death in 1981 and overseeing the country's early years of rapid development and nation-building.
-
B.
Yusuf Meherally
Yusuf Meherally was an Indian freedom fighter, socialist leader, and prominent organizer in the independence movement known for coining the slogan "Quit India."
-
C.
Roy Nassee
Roy Nassee is a composer known for creating the music for the film "Prisoners of War."
-
D.
Samuel Jessurun de Mesquita
Samuel Jessurun de Mesquita was a Dutch graphic artist and teacher known for his intricate prints and as an important mentor to M. C. Escher.
-
E.
Nahum Gardner
Nahum Gardner is a New England farmer in H. P. Lovecraft’s horror story "The Colour Out of Space," whose land and family are slowly corrupted by a mysterious extraterrestrial presence.
- 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: Peter Dayan Triple: [Q-learning, hasCoAuthor, Peter Dayan]
Generated description
Peter Dayan is a computational neuroscientist and machine learning researcher known for foundational work in reinforcement learning and theories of neural computation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter Dayan Target entity description: Peter Dayan is a computational neuroscientist and machine learning researcher known for foundational work in reinforcement learning and theories of neural computation.
-
A.
Benjamin Sheares
Benjamin Sheares was the second President of Singapore, serving from 1971 until his death in 1981 and overseeing the country's early years of rapid development and nation-building.
-
B.
Yusuf Meherally
Yusuf Meherally was an Indian freedom fighter, socialist leader, and prominent organizer in the independence movement known for coining the slogan "Quit India."
-
C.
Roy Nassee
Roy Nassee is a composer known for creating the music for the film "Prisoners of War."
-
D.
Samuel Jessurun de Mesquita
Samuel Jessurun de Mesquita was a Dutch graphic artist and teacher known for his intricate prints and as an important mentor to M. C. Escher.
-
E.
Nahum Gardner
Nahum Gardner is a New England farmer in H. P. Lovecraft’s horror story "The Colour Out of Space," whose land and family are slowly corrupted by a mysterious extraterrestrial presence.
- 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f06f4a081909b64f33814577488 |
completed | April 19, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d7c9efc81908271db9d7876ee58 |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a0511eee8148190b6185f79e030b415 |
completed | May 14, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0512a339f0819087ec66c4b1c8716c |
completed | May 14, 2026, 12:09 a.m. |
Created at: April 10, 2026, 11:46 a.m.