Triple
T4293674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A3C |
E99656
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Timothy P. Lillicrap
Timothy P. Lillicrap is a Canadian-born neuroscientist and DeepMind researcher known for influential work in deep reinforcement learning and neural network optimization.
|
E442790
|
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: Timothy P. Lillicrap | Statement: [A3C, introducedBy, Timothy P. Lillicrap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timothy P. Lillicrap Context triple: [A3C, introducedBy, Timothy P. Lillicrap]
-
A.
Timothy J. Sexton
Timothy J. Sexton is an American screenwriter best known for co-writing the critically acclaimed dystopian film "Children of Men."
-
B.
Timothy M. Burgess
Timothy M. Burgess is a United States federal judge who serves on the bench of the District of Alaska.
-
C.
Timothy Williamson
Timothy Williamson is a prominent contemporary British philosopher known for his influential work in epistemology, metaphysics, and the philosophy of language.
-
D.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
E.
Timothy Fall
Timothy Fall is an actor known for his role in the British television sitcom "Bob."
- 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: Timothy P. Lillicrap Triple: [A3C, introducedBy, Timothy P. Lillicrap]
Generated description
Timothy P. Lillicrap is a Canadian-born neuroscientist and DeepMind researcher known for influential work in deep reinforcement learning and neural network optimization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timothy P. Lillicrap Target entity description: Timothy P. Lillicrap is a Canadian-born neuroscientist and DeepMind researcher known for influential work in deep reinforcement learning and neural network optimization.
-
A.
Timothy J. Sexton
Timothy J. Sexton is an American screenwriter best known for co-writing the critically acclaimed dystopian film "Children of Men."
-
B.
Timothy M. Burgess
Timothy M. Burgess is a United States federal judge who serves on the bench of the District of Alaska.
-
C.
Timothy Williamson
Timothy Williamson is a prominent contemporary British philosopher known for his influential work in epistemology, metaphysics, and the philosophy of language.
-
D.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
E.
Timothy Fall
Timothy Fall is an actor known for his role in the British television sitcom "Bob."
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35082228081908504e3fd7c4ca1e8 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b627cfba848190a56a25c6d7d750c7 |
completed | March 15, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69b628fe10908190978dd0361628f54f |
completed | March 15, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629ab52c881909f7fbef6f77b5bc4 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:08 p.m.