Triple
T537961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Udemy |
E12367
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Oktay Caglar
Oktay Caglar is an entrepreneur best known as one of the co-founders of the online learning platform Udemy.
|
E67114
|
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: Oktay Caglar | Statement: [Udemy, foundedBy, Oktay Caglar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oktay Caglar Context triple: [Udemy, foundedBy, Oktay Caglar]
-
A.
Feridun Zaimoglu
Feridun Zaimoglu is a German-Turkish author and artist known for his influential novels, essays, and plays that explore migration, identity, and multicultural life in Germany.
-
B.
Tamer Başar
Tamer Başar is a prominent control theorist and engineer known for his influential contributions to dynamic games, stochastic control, and robust control theory.
-
C.
Koray Kavukcuoglu
Koray Kavukcuoglu is a prominent computer scientist and machine learning researcher known for his leadership in deep learning and artificial intelligence at DeepMind.
-
D.
Osman Zeki Üngör
Osman Zeki Üngör was a prominent Turkish composer and conductor, best known for arranging and conducting the music that became Turkey’s national anthem.
-
E.
Emine Sevgi Özdamar
Emine Sevgi Özdamar is a Turkish-German writer, actress, and director renowned for her innovative German-language prose exploring migration, identity, and intercultural experience.
- 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: Oktay Caglar Triple: [Udemy, foundedBy, Oktay Caglar]
Generated description
Oktay Caglar is an entrepreneur best known as one of the co-founders of the online learning platform Udemy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oktay Caglar Target entity description: Oktay Caglar is an entrepreneur best known as one of the co-founders of the online learning platform Udemy.
-
A.
Feridun Zaimoglu
Feridun Zaimoglu is a German-Turkish author and artist known for his influential novels, essays, and plays that explore migration, identity, and multicultural life in Germany.
-
B.
Tamer Başar
Tamer Başar is a prominent control theorist and engineer known for his influential contributions to dynamic games, stochastic control, and robust control theory.
-
C.
Koray Kavukcuoglu
Koray Kavukcuoglu is a prominent computer scientist and machine learning researcher known for his leadership in deep learning and artificial intelligence at DeepMind.
-
D.
Osman Zeki Üngör
Osman Zeki Üngör was a prominent Turkish composer and conductor, best known for arranging and conducting the music that became Turkey’s national anthem.
-
E.
Emine Sevgi Özdamar
Emine Sevgi Özdamar is a Turkish-German writer, actress, and director renowned for her innovative German-language prose exploring migration, identity, and intercultural experience.
- 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_69a4933208e88190891f5debab1b776d |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a496dc0aac8190afb75ec6c47a1d2d |
completed | March 1, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4c03256a08190955f8e8d5cda4b08 |
completed | March 1, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69a4c0d028c48190885a764277f9d28b |
completed | March 1, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4c196fa948190b14aacba1276d353 |
completed | March 1, 2026, 10:45 p.m. |
Created at: March 1, 2026, 7:32 p.m.