Triple
T4586048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Double DQN |
E101969
|
entity |
| Predicate | empiricalResult |
P34671
|
FINISHED |
| Object | reduces overestimation of Q-values compared to DQN |
—
|
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: reduces overestimation of Q-values compared to DQN | Statement: [Double DQN, empiricalResult, reduces overestimation of Q-values compared to DQN]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: empiricalResult Context triple: [Double DQN, empiricalResult, reduces overestimation of Q-values compared to DQN]
-
A.
empiricalStatus
Indicates the degree to which something (such as a claim, theory, or method) is supported, validated, or constrained by empirical observation or experimental evidence.
-
B.
observedResult
chosen
Indicates that an entity has recorded or perceived a particular outcome, effect, or measurement resulting from some process or event.
-
C.
result
Indicates that one entity is produced, caused, or brought about as an outcome or consequence of another entity or process.
-
D.
resultDetermination
Indicates the process or criteria by which an outcome, decision, or result is established or concluded from given inputs or conditions.
-
E.
outcomeOfTrial
Indicates that a particular result or verdict is produced as the consequence of a specific trial or legal proceeding.
- 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_69bd43d4ce208190b53158c882b222e3 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5906a43c81908fb11bf8f94be122 |
completed | March 20, 2026, 2:26 p.m. |
| PD | Predicate disambiguation | batch_69bd522acbcc8190bf24d9517793a2c1 |
completed | March 20, 2026, 1:56 p.m. |
Created at: March 20, 2026, 1:10 p.m.