Triple
T18178417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LISA lab |
E435220
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Razan Pascanu
Razvan Pascanu is a machine learning researcher known for his contributions to deep learning and recurrent neural networks, including work on optimization and training stability.
|
E1313638
|
NE FINISHED |
How this triple was built (4 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: Razan Pascanu | Statement: [LISA lab, notableMember, Razan Pascanu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Razan Pascanu Context triple: [LISA lab, notableMember, Razan Pascanu]
-
A.
Pascal Vincent
Pascal Vincent is a Canadian professional ice hockey coach known for serving as head coach of the NHL’s Columbus Blue Jackets and for his extensive coaching career in junior and professional hockey.
-
B.
Pascal Vincent
Pascal Vincent is a Canadian computer scientist and deep learning researcher known for his influential work on representation learning and his contributions to the development of modern neural network methods.
-
C.
Ilya Goodfellow
Ilya Goodfellow is a machine learning researcher best known for inventing Generative Adversarial Networks (GANs) and contributing to deep learning at organizations like Google and OpenAI.
-
D.
Nicolas Heess
Nicolas Heess is a machine learning researcher known for his work in deep reinforcement learning, including contributions to algorithms such as Deep Deterministic Policy Gradient (DDPG).
-
E.
Ilya Sutskever
Ilya Sutskever is a leading artificial intelligence researcher and co-founder of OpenAI, known for his pioneering work in deep learning and neural networks.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Razan Pascanu Triple: [LISA lab, notableMember, Razan Pascanu]
Generated description
Razvan Pascanu is a machine learning researcher known for his contributions to deep learning and recurrent neural networks, including work on optimization and training stability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Razan Pascanu Target entity description: Razvan Pascanu is a machine learning researcher known for his contributions to deep learning and recurrent neural networks, including work on optimization and training stability.
-
A.
Pascal Vincent
Pascal Vincent is a Canadian professional ice hockey coach known for serving as head coach of the NHL’s Columbus Blue Jackets and for his extensive coaching career in junior and professional hockey.
-
B.
Pascal Vincent
Pascal Vincent is a Canadian computer scientist and deep learning researcher known for his influential work on representation learning and his contributions to the development of modern neural network methods.
-
C.
Ilya Goodfellow
Ilya Goodfellow is a machine learning researcher best known for inventing Generative Adversarial Networks (GANs) and contributing to deep learning at organizations like Google and OpenAI.
-
D.
Nicolas Heess
Nicolas Heess is a machine learning researcher known for his work in deep reinforcement learning, including contributions to algorithms such as Deep Deterministic Policy Gradient (DDPG).
-
E.
Ilya Sutskever
Ilya Sutskever is a leading artificial intelligence researcher and co-founder of OpenAI, known for his pioneering work in deep learning and neural networks.
- F. None of above. chosen
Provenance (5 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4df5b68f081908aac8210270f1499 |
completed | April 19, 2026, 1:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03ac5d310081909f3ade018a109bd1 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad76dd908190a9f7acb76bab24cd |
completed | May 12, 2026, 10:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03ae08ea448190875369c699a9b78a |
completed | May 12, 2026, 10:47 p.m. |
Created at: April 10, 2026, 10:31 a.m.