Triple

T10835258
Position Surface form Disambiguated ID Type / Status
Subject Minister of Family, Labour and Social Services of Turkey E255737 entity
Predicate domain P87 FINISHED
Object family policy of Turkey
The family policy of Turkey comprises the government’s strategies, laws, and social programs aimed at supporting families, regulating family life, and addressing issues such as childcare, employment-work balance, and social welfare.
E889206 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: family policy of Turkey | Statement: [Minister of Family, Labour and Social Services of Turkey, domain, family policy of Turkey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: family policy of Turkey
Context triple: [Minister of Family, Labour and Social Services of Turkey, domain, family policy of Turkey]
  • A. Turkish Civil Code reforms
    The Turkish Civil Code reforms were a series of early Republican legal changes that modernized and secularized Turkey’s family and civil law, replacing Islamic legal traditions with a European-style civil code.
  • B. Turkish Surname Law
    The Turkish Surname Law was a 1934 reform that required all citizens of Turkey to adopt hereditary, Turkish-language surnames as part of Atatürk’s nation-building and modernization efforts.
  • C. Law No. 6595 of Turkey
    Law No. 6595 of Turkey is the legislative act that established Ege University as a higher education institution in the country.
  • D. Erdoğan family
    The Erdoğan family is a prominent Turkish political family best known for including Recep Tayyip Erdoğan, the long-serving president of Turkey, and his son Necmettin Bilal Erdoğan.
  • E. Government of Turkey
    The Government of Turkey is the central executive authority of the Republic of Turkey, responsible for national administration, policymaking, and implementing laws across the country.
  • 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: family policy of Turkey
Triple: [Minister of Family, Labour and Social Services of Turkey, domain, family policy of Turkey]
Generated description
The family policy of Turkey comprises the government’s strategies, laws, and social programs aimed at supporting families, regulating family life, and addressing issues such as childcare, employment-work balance, and social welfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: family policy of Turkey
Target entity description: The family policy of Turkey comprises the government’s strategies, laws, and social programs aimed at supporting families, regulating family life, and addressing issues such as childcare, employment-work balance, and social welfare.
  • A. Turkish Civil Code reforms
    The Turkish Civil Code reforms were a series of early Republican legal changes that modernized and secularized Turkey’s family and civil law, replacing Islamic legal traditions with a European-style civil code.
  • B. Turkish Surname Law
    The Turkish Surname Law was a 1934 reform that required all citizens of Turkey to adopt hereditary, Turkish-language surnames as part of Atatürk’s nation-building and modernization efforts.
  • C. Law No. 6595 of Turkey
    Law No. 6595 of Turkey is the legislative act that established Ege University as a higher education institution in the country.
  • D. Erdoğan family
    The Erdoğan family is a prominent Turkish political family best known for including Recep Tayyip Erdoğan, the long-serving president of Turkey, and his son Necmettin Bilal Erdoğan.
  • E. Government of Turkey
    The Government of Turkey is the central executive authority of the Republic of Turkey, responsible for national administration, policymaking, and implementing laws across the country.
  • 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d746fdefd4819099772efbd4f302cb completed April 9, 2026, 6:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb12aae648190aa7c93cee60ae3ea completed April 14, 2026, 9:27 p.m.
NEDg Description generation batch_69dec2534728819095b3693120772da9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec79b1b548190a74312284f98551c completed April 14, 2026, 11:02 p.m.
Created at: April 8, 2026, 9:19 p.m.