Triple
T1793166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atari deep Q-network |
E39543
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Alex Graves
Alex Graves is a computer scientist and machine learning researcher known for his influential work on recurrent neural networks, deep reinforcement learning, and sequence modeling.
|
E200559
|
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: Alex Graves | Statement: [Atari deep Q-network, coAuthor, Alex Graves]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alex Graves Context triple: [Atari deep Q-network, coAuthor, Alex Graves]
-
A.
Luke Smith
Luke Smith is a genetically engineered, highly intelligent teenage boy who becomes the adopted son and companion of former Doctor Who companion Sarah Jane Smith in the Doctor Who spin-off series "The Sarah Jane Adventures."
-
B.
Michael Kube-McDowell
Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
-
C.
Dan Stark
Dan Stark is a fictional, rule-bending veteran detective from the TV series "The Good Guys," portrayed by actor Bradley Whitford.
-
D.
Michael Athans
Michael Athans was a prominent control theorist and MIT professor known for his pioneering contributions to modern control theory and systems engineering.
-
E.
Christian Kane
Christian Kane is an American actor and singer best known for his role as Eliot Spencer on the television series "Leverage" and as the lead vocalist of the country-rock band Kane.
- 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: Alex Graves Triple: [Atari deep Q-network, coAuthor, Alex Graves]
Generated description
Alex Graves is a computer scientist and machine learning researcher known for his influential work on recurrent neural networks, deep reinforcement learning, and sequence modeling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alex Graves Target entity description: Alex Graves is a computer scientist and machine learning researcher known for his influential work on recurrent neural networks, deep reinforcement learning, and sequence modeling.
-
A.
Luke Smith
Luke Smith is a genetically engineered, highly intelligent teenage boy who becomes the adopted son and companion of former Doctor Who companion Sarah Jane Smith in the Doctor Who spin-off series "The Sarah Jane Adventures."
-
B.
Michael Kube-McDowell
Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
-
C.
Dan Stark
Dan Stark is a fictional, rule-bending veteran detective from the TV series "The Good Guys," portrayed by actor Bradley Whitford.
-
D.
Michael Athans
Michael Athans was a prominent control theorist and MIT professor known for his pioneering contributions to modern control theory and systems engineering.
-
E.
Christian Kane
Christian Kane is an American actor and singer best known for his role as Eliot Spencer on the television series "Leverage" and as the lead vocalist of the country-rock band Kane.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa653b02448190bc475bc22187f5b0 |
completed | March 6, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d26afc81909675064289d3a5b8 |
completed | March 8, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69adb69b142c81909dd8bd40e8e440ad |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8bac99081908cf126d42c609559 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.