Triple
T7281520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gülse Birsel |
E163159
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Murat Birsel
Murat Birsel is a Turkish media professional best known as the husband of prominent screenwriter, actress, and columnist Gülse Birsel.
|
E658523
|
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: Murat Birsel | Statement: [Gülse Birsel, spouse, Murat Birsel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murat Birsel Context triple: [Gülse Birsel, spouse, Murat Birsel]
-
A.
Cevat Yerli
Cevat Yerli is a German-Turkish video game developer best known as the co-founder and former CEO of Crytek, the studio behind the Crysis series.
-
B.
Bilal Erdoğan
Bilal Erdoğan is a Turkish businessman and the son of Turkey’s President Recep Tayyip Erdoğan, known for his involvement in various educational and charitable foundations.
-
C.
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.
-
D.
Ahmed Ağaoğlu
Ahmed Ağaoğlu was a prominent late Ottoman and early Republican Turkish-Azerbaijani intellectual, journalist, and politician known for his advocacy of modernization, nationalism, and liberal reforms.
-
E.
Mehmet Ali Birand
Mehmet Ali Birand was a prominent Turkish journalist, television presenter, and political commentator known for his influential coverage of Turkish politics and international affairs.
- 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: Murat Birsel Triple: [Gülse Birsel, spouse, Murat Birsel]
Generated description
Murat Birsel is a Turkish media professional best known as the husband of prominent screenwriter, actress, and columnist Gülse Birsel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murat Birsel Target entity description: Murat Birsel is a Turkish media professional best known as the husband of prominent screenwriter, actress, and columnist Gülse Birsel.
-
A.
Cevat Yerli
Cevat Yerli is a German-Turkish video game developer best known as the co-founder and former CEO of Crytek, the studio behind the Crysis series.
-
B.
Bilal Erdoğan
Bilal Erdoğan is a Turkish businessman and the son of Turkey’s President Recep Tayyip Erdoğan, known for his involvement in various educational and charitable foundations.
-
C.
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.
-
D.
Ahmed Ağaoğlu
Ahmed Ağaoğlu was a prominent late Ottoman and early Republican Turkish-Azerbaijani intellectual, journalist, and politician known for his advocacy of modernization, nationalism, and liberal reforms.
-
E.
Mehmet Ali Birand
Mehmet Ali Birand was a prominent Turkish journalist, television presenter, and political commentator known for his influential coverage of Turkish politics and international affairs.
- 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_69c6885c5964819085b209701769877f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb34fe0c8190a642fd3339f0cacd |
completed | March 27, 2026, 8:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa6d84b88190916b1d9ddb0d1d0d |
completed | March 28, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69c7fc13167c819084ff05d780fc4394 |
completed | March 28, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7fd453fac8190862000bd670b5695 |
completed | March 28, 2026, 4:09 p.m. |
Created at: March 27, 2026, 2:59 p.m.