Triple
T17521112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soft Actor-Critic |
E426679
|
entity |
| Predicate | temperatureParameterControls |
P127769
|
FINISHED |
| Object | entropy-returns trade-off |
—
|
LITERAL FINISHED |
How this triple was built (2 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: entropy-returns trade-off | Statement: [Soft Actor-Critic, temperatureParameterControls, entropy-returns trade-off]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: temperatureParameterControls Context triple: [Soft Actor-Critic, temperatureParameterControls, entropy-returns trade-off]
-
A.
temperatureControlMethod
Indicates the method or mechanism used to regulate or maintain a desired temperature.
-
B.
temperatureConditions
Indicates the specific thermal or weather-related temperature state or range affecting an entity or situation.
-
C.
temperatureChange
Indicates a change in temperature between two states, times, or conditions, specifying how much and in which direction the temperature has varied.
-
D.
thermalControl
Indicates a relationship where one entity regulates, adjusts, or maintains the temperature or thermal conditions of another entity or environment.
-
E.
temperatureRangeVariant
Indicates a relationship where one temperature range is a variation or alternative form of another temperature range.
- F. None of above. chosen
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69e3b4f8b9888190aa8a45e09acf4319 |
completed | April 18, 2026, 4:44 p.m. |
| PDg | Predicate description generation | batch_69e3bbb37d148190b7f38599c06594ee |
completed | April 18, 2026, 5:13 p.m. |
Created at: April 10, 2026, 5:49 a.m.