Triple

T7737481
Position Surface form Disambiguated ID Type / Status
Subject Kemal Kılıçdaroğlu E175419 entity
Predicate educatedAt P5 FINISHED
Object Ankara Academy of Economics and Commercial Sciences
The Ankara Academy of Economics and Commercial Sciences was a prominent Turkish higher education institution specializing in economics, finance, and business administration, which later became part of Gazi University.
 E685889 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: Ankara Academy of Economics and Commercial Sciences | Statement: [Kemal Kılıçdaroğlu, educatedAt, Ankara Academy of Economics and Commercial Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ankara Academy of Economics and Commercial Sciences
Context triple: [Kemal Kılıçdaroğlu, educatedAt, Ankara Academy of Economics and Commercial Sciences]
  • A. Ankara University
    Ankara University is a major public research university in Turkey’s capital city, known for its wide range of academic programs and significant role in the country’s higher education and public service.
  • B. Dokuz Eylul University
    Dokuz Eylul University is a major public research university in İzmir, Turkey, known for its wide range of academic programs and significant regional influence.
  • C. Atatürk University
    Atatürk University is a major public research university in eastern Turkey, recognized as one of the country’s largest and most established higher education institutions.
  • D. Necmettin Erbakan University
    Necmettin Erbakan University is a public higher education institution in Konya, Turkey, known for its programs in theology, engineering, education, and health sciences.
  • E. Hacettepe University
    Hacettepe University is a major public research university in Turkey, renowned for its strong programs in medicine, science, and engineering.
  • 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: Ankara Academy of Economics and Commercial Sciences
Triple: [Kemal Kılıçdaroğlu, educatedAt, Ankara Academy of Economics and Commercial Sciences]
Generated description
The Ankara Academy of Economics and Commercial Sciences was a prominent Turkish higher education institution specializing in economics, finance, and business administration, which later became part of Gazi University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ankara Academy of Economics and Commercial Sciences
Target entity description: The Ankara Academy of Economics and Commercial Sciences was a prominent Turkish higher education institution specializing in economics, finance, and business administration, which later became part of Gazi University.
  • A. Ankara University
    Ankara University is a major public research university in Turkey’s capital city, known for its wide range of academic programs and significant role in the country’s higher education and public service.
  • B. Dokuz Eylul University
    Dokuz Eylul University is a major public research university in İzmir, Turkey, known for its wide range of academic programs and significant regional influence.
  • C. Atatürk University
    Atatürk University is a major public research university in eastern Turkey, recognized as one of the country’s largest and most established higher education institutions.
  • D. Necmettin Erbakan University
    Necmettin Erbakan University is a public higher education institution in Konya, Turkey, known for its programs in theology, engineering, education, and health sciences.
  • E. Hacettepe University
    Hacettepe University is a major public research university in Turkey, renowned for its strong programs in medicine, science, and engineering.
  • 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_69c6995f9c60819092e386192bd63c6f completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7035a97688190bf93efeee2e365ec completed March 27, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be3958ac8190a48ba07bd8ea3251 completed March 29, 2026, 5:52 a.m.
NEDg Description generation batch_69c8beb918488190935a1a78109e2073 completed March 29, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69c8bf231db8819091da104ba1b47665 completed March 29, 2026, 5:56 a.m.
Created at: March 27, 2026, 4:07 p.m.