Triple

T7547600
Position Surface form Disambiguated ID Type / Status
Subject İsmail Cem E178444 entity
Predicate spouse P13 FINISHED
Object İpek Cem
İpek Cem is a Turkish figure known primarily as the wife of prominent politician and former foreign minister İsmail Cem.
 E672582 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: İpek Cem | Statement: [İsmail Cem, spouse, İpek Cem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: İpek Cem
Context triple: [İsmail Cem, spouse, İpek Cem]
  • A. Münevver Andaç
    Münevver Andaç was the wife of renowned Turkish poet Nâzım Hikmet and is remembered as one of his significant romantic partners and muses.
  • B. Filiz Ali
    Filiz Ali is a Turkish musicologist and educator, known for her work in classical music and for being the daughter of renowned writer Sabahattin Ali.
  • C. Nazmiye Demirel
    Nazmiye Demirel was the longtime wife of former Turkish president and prime minister Süleyman Demirel and served as Turkey’s First Lady during his terms in office.
  • D. İlhan Berk
    İlhan Berk was a prominent 20th-century Turkish poet known for his modernist, experimental style and influential contributions to contemporary Turkish literature.
  • E. Zehra Zümrüt
    Zehra Zümrüt is a Turkish politician best known for serving as Turkey’s Minister of Family, Labour and Social Services.
  • 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: İpek Cem
Triple: [İsmail Cem, spouse, İpek Cem]
Generated description
İpek Cem is a Turkish figure known primarily as the wife of prominent politician and former foreign minister İsmail Cem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: İpek Cem
Target entity description: İpek Cem is a Turkish figure known primarily as the wife of prominent politician and former foreign minister İsmail Cem.
  • A. Münevver Andaç
    Münevver Andaç was the wife of renowned Turkish poet Nâzım Hikmet and is remembered as one of his significant romantic partners and muses.
  • B. Filiz Ali
    Filiz Ali is a Turkish musicologist and educator, known for her work in classical music and for being the daughter of renowned writer Sabahattin Ali.
  • C. Nazmiye Demirel
    Nazmiye Demirel was the longtime wife of former Turkish president and prime minister Süleyman Demirel and served as Turkey’s First Lady during his terms in office.
  • D. İlhan Berk
    İlhan Berk was a prominent 20th-century Turkish poet known for his modernist, experimental style and influential contributions to contemporary Turkish literature.
  • E. Zehra Zümrüt
    Zehra Zümrüt is a Turkish politician best known for serving as Turkey’s Minister of Family, Labour and Social Services.
  • 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_69c69f2cbe08819088f9eb0c03ef529b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f89a7b2c8190b2ca57edbb4f0390 completed March 27, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856bb83b88190947c0efed84b891a completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c8575116c481909aa2bebb997e2883 completed March 28, 2026, 10:33 p.m.
NED2 Entity disambiguation (via description) batch_69c857d522dc8190ae3c4734ac428334 completed March 28, 2026, 10:36 p.m.
Created at: March 27, 2026, 3:49 p.m.