Triple
T4470329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PPO |
E98478
|
entity |
| Predicate | primaryAuthors |
P12787
|
FINISHED |
| Object |
Filip Wolski
Filip Wolski is a machine learning researcher known for his work at OpenAI, including contributions to reinforcement learning methods such as Proximal Policy Optimization (PPO).
|
E441104
|
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: Filip Wolski | Statement: [PPO, primaryAuthors, Filip Wolski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Filip Wolski Context triple: [PPO, primaryAuthors, Filip Wolski]
-
A.
Dariusz Wolski
Dariusz Wolski is a Polish cinematographer known for his work on major films such as the "Pirates of the Caribbean" series and collaborations with directors like Ridley Scott.
-
B.
Tomasz Arciszewski
Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
-
C.
Pawel Pogorzelski
Pawel Pogorzelski is a cinematographer known for his visually striking, atmospheric work on films such as Ari Aster’s horror feature "Midsommar."
-
D.
Marcin Czechowic
Marcin Czechowic was a 16th-century Polish Arian theologian and writer known for his leading role in the Polish Brethren (Socinian) movement and his anti-Trinitarian views.
-
E.
Marcin Zukowski
Marcin Zukowski is a Polish computer scientist and entrepreneur best known as a co-founder of the cloud data warehousing company Snowflake.
- 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: Filip Wolski Triple: [PPO, primaryAuthors, Filip Wolski]
Generated description
Filip Wolski is a machine learning researcher known for his work at OpenAI, including contributions to reinforcement learning methods such as Proximal Policy Optimization (PPO).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Filip Wolski Target entity description: Filip Wolski is a machine learning researcher known for his work at OpenAI, including contributions to reinforcement learning methods such as Proximal Policy Optimization (PPO).
-
A.
Dariusz Wolski
Dariusz Wolski is a Polish cinematographer known for his work on major films such as the "Pirates of the Caribbean" series and collaborations with directors like Ridley Scott.
-
B.
Tomasz Arciszewski
Tomasz Arciszewski was a Polish socialist politician and statesman who served as prime minister of the Polish government-in-exile during World War II.
-
C.
Pawel Pogorzelski
Pawel Pogorzelski is a cinematographer known for his visually striking, atmospheric work on films such as Ari Aster’s horror feature "Midsommar."
-
D.
Marcin Czechowic
Marcin Czechowic was a 16th-century Polish Arian theologian and writer known for his leading role in the Polish Brethren (Socinian) movement and his anti-Trinitarian views.
-
E.
Marcin Zukowski
Marcin Zukowski is a Polish computer scientist and entrepreneur best known as a co-founder of the cloud data warehousing company Snowflake.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b357e4be748190b31aa83d6a8bee53 |
completed | March 13, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6286c75b08190bd683d300f6c97f0 |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295627848190a7bb6b8943b0e3f1 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629be765c81908c1f6ccfc75604d1 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:34 p.m.