Triple
T4470231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prioritized Experience Replay DQN |
E98475
|
entity |
| Predicate | tradeOff |
P28908
|
FINISHED |
| Object | focus on rare high-error transitions vs coverage of state space |
—
|
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: focus on rare high-error transitions vs coverage of state space | Statement: [Prioritized Experience Replay DQN, tradeOff, focus on rare high-error transitions vs coverage of state space]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: tradeOff Context triple: [Prioritized Experience Replay DQN, tradeOff, focus on rare high-error transitions vs coverage of state space]
-
A.
hasTradeoff
chosen
Indicates that one option or outcome involves a compromise in which gaining certain benefits requires accepting corresponding costs or disadvantages.
-
B.
compromiseBetween
Indicates a relationship in which two or more parties mutually adjust their positions or demands to reach a middle-ground agreement.
-
C.
trades
Indicates an exchange relationship where one party gives something of value to another in return for something else of value.
-
D.
negotiation
Indicates a process in which two or more parties communicate and make offers and counteroffers to reach a mutually acceptable agreement.
-
E.
compromiseFeature
Indicates that one entity weakens, reduces, or negatively affects the quality, effectiveness, or integrity of a feature of another entity.
- F. None of above.
Provenance (3 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356fb69a0819099f0005779f4fcac |
completed | March 13, 2026, 12:14 a.m. |
| PD | Predicate disambiguation | batch_69b3563bf4f8819081726cde3a34460b |
completed | March 13, 2026, 12:11 a.m. |
Created at: March 12, 2026, 11:34 p.m.