Triple
T4470202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prioritized Experience Replay DQN |
E98475
|
entity |
| Predicate | proposedBy |
P32
|
FINISHED |
| Object | Ioannis Antonoglou |
E203073
|
NE 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: Ioannis Antonoglou | Statement: [Prioritized Experience Replay DQN, proposedBy, Ioannis Antonoglou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ioannis Antonoglou Context triple: [Prioritized Experience Replay DQN, proposedBy, Ioannis Antonoglou]
-
A.
Ioannis Antonoglou
chosen
Ioannis Antonoglou is a computer scientist and DeepMind researcher known for his contributions to deep reinforcement learning, including work on the Atari deep Q-network.
-
B.
Ioannis Georgiadis
Ioannis Georgiadis was a Greek fencer best known for winning the gold medal in the men's sabre event at the inaugural modern Olympic Games in 1896.
-
C.
Nikolaos Mantzaros
Nikolaos Mantzaros was a 19th-century Greek composer best known for writing the music to the "Hymn to Liberty," which became the national anthem of Greece.
-
D.
Aris Velouchiotis
Aris Velouchiotis was a prominent Greek communist resistance leader during World War II, best known for organizing and commanding partisan forces against Axis occupation.
-
E.
Stathis Giallelis
Stathis Giallelis is a Greek actor best known for his acclaimed leading role in Elia Kazan’s 1963 film "America America."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69b356b6a1f48190a39f5411648c40ff |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b66b31c9488190bc24f802fff24073 |
completed | March 15, 2026, 8:17 a.m. |
Created at: March 12, 2026, 11:34 p.m.