Triple
T4470503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DDPG |
E98481
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Daan Wierstra |
E200560
|
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: Daan Wierstra | Statement: [DDPG, introducedBy, Daan Wierstra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daan Wierstra Context triple: [DDPG, introducedBy, Daan Wierstra]
-
A.
Daan Wierstra
chosen
Daan Wierstra is a machine learning researcher known for his contributions to deep reinforcement learning, including co-authoring the influential Atari deep Q-network work at DeepMind.
-
B.
Maarten Baas
Maarten Baas is a Dutch designer and artist renowned for his conceptual, often playful furniture and installations that blur the boundaries between art and design.
-
C.
Jelle Zijlstra
Jelle Zijlstra was a Dutch economist and politician who served as Prime Minister of the Netherlands and later as president of the Dutch central bank.
-
D.
Giedo van der Garde
Giedo van der Garde is a Dutch racing driver best known for his stint in Formula One with the Caterham team and his success in junior single-seater categories such as winning the 2008 Formula Renault 3.5 Series championship.
-
E.
Egbert van der Poel
Egbert van der Poel was a 17th-century Dutch Golden Age painter known for his atmospheric depictions of fires, nocturnal scenes, and everyday life in and around Delft.
- 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_69b6286c75b08190bd683d300f6c97f0 |
completed | March 15, 2026, 3:33 a.m. |
Created at: March 12, 2026, 11:34 p.m.