Triple

T11181934
Position Surface form Disambiguated ID Type / Status
Subject Haluk Bilginer E264561 entity
Predicate notableRole P22 FINISHED
Object Agâh Beyoğlu in Şahsiyet
Agâh Beyoğlu in Şahsiyet is a retired court clerk turned vigilante serial killer whose struggle with early-stage Alzheimer’s drives the acclaimed Turkish crime drama’s exploration of memory, justice, and moral ambiguity.
E910103 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: Agâh Beyoğlu in Şahsiyet | Statement: [Haluk Bilginer, notableRole, Agâh Beyoğlu in Şahsiyet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agâh Beyoğlu in Şahsiyet
Context triple: [Haluk Bilginer, notableRole, Agâh Beyoğlu in Şahsiyet]
  • A. İstanbul Kitabı
    İstanbul Kitabı is a poetic work by Turkish modernist poet İlhan Berk that lyrically explores and reimagines the city of Istanbul.
  • B. Orhan Kemal Roman Armağanı
    Orhan Kemal Roman Armağanı is a Turkish literary award given annually for outstanding achievement in the novel genre, established in honor of the writer Orhan Kemal.
  • C. İnce Memed
    İnce Memed is a classic Turkish novel that follows a young villager’s transformation into a legendary bandit and symbol of resistance against feudal oppression.
  • D. Istanbul: Memories and the City
    "Istanbul: Memories and the City" is Orhan Pamuk’s lyrical memoir that intertwines his personal coming-of-age story with a melancholic portrait of Istanbul’s history, culture, and atmosphere.
  • E. İncesu
    İncesu is a town and district in central Turkey known for its historical caravanserai and location within Kayseri Province in Central Anatolia.
  • 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: Agâh Beyoğlu in Şahsiyet
Triple: [Haluk Bilginer, notableRole, Agâh Beyoğlu in Şahsiyet]
Generated description
Agâh Beyoğlu in Şahsiyet is a retired court clerk turned vigilante serial killer whose struggle with early-stage Alzheimer’s drives the acclaimed Turkish crime drama’s exploration of memory, justice, and moral ambiguity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agâh Beyoğlu in Şahsiyet
Target entity description: Agâh Beyoğlu in Şahsiyet is a retired court clerk turned vigilante serial killer whose struggle with early-stage Alzheimer’s drives the acclaimed Turkish crime drama’s exploration of memory, justice, and moral ambiguity.
  • A. İstanbul Kitabı
    İstanbul Kitabı is a poetic work by Turkish modernist poet İlhan Berk that lyrically explores and reimagines the city of Istanbul.
  • B. Orhan Kemal Roman Armağanı
    Orhan Kemal Roman Armağanı is a Turkish literary award given annually for outstanding achievement in the novel genre, established in honor of the writer Orhan Kemal.
  • C. İnce Memed
    İnce Memed is a classic Turkish novel that follows a young villager’s transformation into a legendary bandit and symbol of resistance against feudal oppression.
  • D. Istanbul: Memories and the City
    "Istanbul: Memories and the City" is Orhan Pamuk’s lyrical memoir that intertwines his personal coming-of-age story with a melancholic portrait of Istanbul’s history, culture, and atmosphere.
  • E. İncesu
    İncesu is a town and district in central Turkey known for its historical caravanserai and location within Kayseri Province in Central Anatolia.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8a7f35481909f35feb94ef10e80 completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e483affa988190bb7dc4f74d8e878c completed April 19, 2026, 7:26 a.m.
NEDg Description generation batch_69e48717c35481908fb05597084167e7 completed April 19, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_69e48875faa88190af33654e6d9a708b completed April 19, 2026, 7:47 a.m.
Created at: April 8, 2026, 9:29 p.m.