Triple
T11216022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 484 |
E265441
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
Łukasz Langa
Łukasz Langa is a Polish software developer best known in the Python community as a core developer and the creator of the Black code formatter.
|
E918543
|
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: Łukasz Langa | Statement: [PEP 484, createdBy, Łukasz Langa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Łukasz Langa Context triple: [PEP 484, createdBy, Łukasz Langa]
-
A.
Łukasz Nowak
Łukasz Nowak is a Polish individual notable enough to be specifically cited as a bearer of the common Polish surname Nowak.
-
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.
Stefan Szczucki
Stefan Szczucki was the husband of Polish writer and World War II resistance activist Zofia Kossak-Szczucka.
-
D.
Lukasz Gottwald
Lukasz Gottwald, better known as Dr. Luke, is an American record producer and songwriter renowned for crafting numerous pop hits for major artists in the 2000s and 2010s.
-
E.
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.
- 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: Łukasz Langa Triple: [PEP 484, createdBy, Łukasz Langa]
Generated description
Łukasz Langa is a Polish software developer best known in the Python community as a core developer and the creator of the Black code formatter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Łukasz Langa Target entity description: Łukasz Langa is a Polish software developer best known in the Python community as a core developer and the creator of the Black code formatter.
-
A.
Łukasz Nowak
Łukasz Nowak is a Polish individual notable enough to be specifically cited as a bearer of the common Polish surname Nowak.
-
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.
Stefan Szczucki
Stefan Szczucki was the husband of Polish writer and World War II resistance activist Zofia Kossak-Szczucka.
-
D.
Lukasz Gottwald
Lukasz Gottwald, better known as Dr. Luke, is an American record producer and songwriter renowned for crafting numerous pop hits for major artists in the 2000s and 2010s.
-
E.
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.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8e8eef48190932a85784ce15c86 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5256cb7c8819084d8010c2f3e9d94 |
completed | April 19, 2026, 6:56 p.m. |
| NEDg | Description generation | batch_69e52a78951c8190923711067cf4e7e5 |
completed | April 19, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5319b6ef0819096debabfb6ffbe70 |
completed | April 19, 2026, 7:48 p.m. |
Created at: April 8, 2026, 9:30 p.m.