Triple
T4979857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | VMPC stream cipher |
E111856
|
entity |
| Predicate | designer |
P184
|
FINISHED |
| Object |
Bartosz Zoltak
Bartosz Zoltak is a cryptographer best known for creating the VMPC stream cipher and related cryptographic constructions.
|
E484043
|
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: Bartosz Zoltak | Statement: [VMPC stream cipher, designer, Bartosz Zoltak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bartosz Zoltak Context triple: [VMPC stream cipher, designer, Bartosz Zoltak]
-
A.
Kamil Grosicki
Kamil Grosicki is a Polish professional footballer and winger known for his pace, creativity, and long international career with the Poland national team.
-
B.
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.
-
C.
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).
-
D.
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.
-
E.
Matteusz Andrzejewski
Matteusz Andrzejewski is a character from the Doctor Who spin-off series "Class," known as the compassionate and principled boyfriend of main protagonist Charlie Smith.
- 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: Bartosz Zoltak Triple: [VMPC stream cipher, designer, Bartosz Zoltak]
Generated description
Bartosz Zoltak is a cryptographer best known for creating the VMPC stream cipher and related cryptographic constructions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bartosz Zoltak Target entity description: Bartosz Zoltak is a cryptographer best known for creating the VMPC stream cipher and related cryptographic constructions.
-
A.
Kamil Grosicki
Kamil Grosicki is a Polish professional footballer and winger known for his pace, creativity, and long international career with the Poland national team.
-
B.
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.
-
C.
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).
-
D.
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.
-
E.
Matteusz Andrzejewski
Matteusz Andrzejewski is a character from the Doctor Who spin-off series "Class," known as the compassionate and principled boyfriend of main protagonist Charlie Smith.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7251b7648190bbb0acf0b9148ae6 |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a0f90048190998dad99555891c0 |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8aec16748190922d3b9de523b1ae |
completed | March 21, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b80af18819091efdfe242b7b477 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:33 p.m.