Triple
T17521117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soft Actor-Critic |
E426679
|
entity |
| Predicate | proposedBy |
P32
|
FINISHED |
| Object |
Aurick Zhou
Aurick Zhou is a researcher in reinforcement learning known for co-authoring the Soft Actor-Critic (SAC) algorithm, a prominent off-policy deep RL method.
|
E1274354
|
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: Aurick Zhou | Statement: [Soft Actor-Critic, proposedBy, Aurick Zhou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aurick Zhou Context triple: [Soft Actor-Critic, proposedBy, Aurick Zhou]
-
A.
James Zhou
James Zhou is a Chinese businessman best known as the owner and chairman of French football club AJ Auxerre.
-
B.
Hayden Szeto
Hayden Szeto is a Canadian actor best known for his breakout role as the charming and awkward classmate Erwin in the coming-of-age film "The Edge of Seventeen."
-
C.
Morgan Yu
Morgan Yu is the customizable protagonist of the sci-fi immersive sim game Prey (2017), a scientist aboard the Talos I space station who must survive and uncover the truth amid an alien outbreak.
-
D.
Nathan Wang
Nathan Wang is an American composer known for scoring numerous films and television shows, often blending orchestral and contemporary styles.
-
E.
Izaac Wang
Izaac Wang is an American child actor best known for voicing Boun in Disney's animated film "Raya and the Last Dragon."
- 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: Aurick Zhou Triple: [Soft Actor-Critic, proposedBy, Aurick Zhou]
Generated description
Aurick Zhou is a researcher in reinforcement learning known for co-authoring the Soft Actor-Critic (SAC) algorithm, a prominent off-policy deep RL method.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aurick Zhou Target entity description: Aurick Zhou is a researcher in reinforcement learning known for co-authoring the Soft Actor-Critic (SAC) algorithm, a prominent off-policy deep RL method.
-
A.
James Zhou
James Zhou is a Chinese businessman best known as the owner and chairman of French football club AJ Auxerre.
-
B.
Hayden Szeto
Hayden Szeto is a Canadian actor best known for his breakout role as the charming and awkward classmate Erwin in the coming-of-age film "The Edge of Seventeen."
-
C.
Morgan Yu
Morgan Yu is the customizable protagonist of the sci-fi immersive sim game Prey (2017), a scientist aboard the Talos I space station who must survive and uncover the truth amid an alien outbreak.
-
D.
Nathan Wang
Nathan Wang is an American composer known for scoring numerous films and television shows, often blending orchestral and contemporary styles.
-
E.
Izaac Wang
Izaac Wang is an American child actor best known for voicing Boun in Disney's animated film "Raya and the Last Dragon."
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d23cf08190925510344fa36f57 |
completed | April 19, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c94237d08190bb1f874735c87803 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01cabea2b48190a690b17a88d45b40 |
completed | May 11, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cefa08f8819086cb86ce22193baa |
completed | May 11, 2026, 12:43 p.m. |
Created at: April 10, 2026, 5:49 a.m.