Triple

T1423710
Position Surface form Disambiguated ID Type / Status
Subject Istanbul University E30280 entity
Predicate hasNotableAlumni P51 FINISHED
Object Ord. Prof. Dr. Mümtaz Turhan
Ord. Prof. Dr. Mümtaz Turhan was a prominent Turkish psychologist and academic known for his influential work on social change, modernization, and cultural psychology in Turkey.
 E194468 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: Ord. Prof. Dr. Mümtaz Turhan | Statement: [Istanbul University, hasNotableAlumni, Ord. Prof. Dr. Mümtaz Turhan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ord. Prof. Dr. Mümtaz Turhan
Context triple: [Istanbul University, hasNotableAlumni, Ord. Prof. Dr. Mümtaz Turhan]
  • A. Ord. Prof. Dr. Ahmet Ağaoğlu
    Ord. Prof. Dr. Ahmet Ağaoğlu was a prominent Turkish academic and intellectual who became a leading professor and influential figure in the development of modern higher education in Turkey.
  • B. Ord. Prof. Dr. Nurettin Topçu
    Ord. Prof. Dr. Nurettin Topçu was a prominent Turkish philosopher, academic, and intellectual known for his work on ethics, education, and the synthesis of Islamic thought with modern philosophy.
  • C. Ord. Prof. Dr. Ekrem Akurgal
    Ord. Prof. Dr. Ekrem Akurgal was a prominent Turkish archaeologist and historian renowned for his pioneering research on the ancient civilizations of Anatolia and the Near East.
  • D. Ord. Prof. Dr. Mehmet Kaplan
    Ord. Prof. Dr. Mehmet Kaplan was a prominent Turkish literary scholar and academic known for his influential studies on Turkish literature and his long career as a professor.
  • E. Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı
    Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı was a prominent Turkish historian and academic known for his extensive research and publications on Ottoman history.
  • 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: Ord. Prof. Dr. Mümtaz Turhan
Triple: [Istanbul University, hasNotableAlumni, Ord. Prof. Dr. Mümtaz Turhan]
Generated description
Ord. Prof. Dr. Mümtaz Turhan was a prominent Turkish psychologist and academic known for his influential work on social change, modernization, and cultural psychology in Turkey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ord. Prof. Dr. Mümtaz Turhan
Target entity description: Ord. Prof. Dr. Mümtaz Turhan was a prominent Turkish psychologist and academic known for his influential work on social change, modernization, and cultural psychology in Turkey.
  • A. Ord. Prof. Dr. Ahmet Ağaoğlu
    Ord. Prof. Dr. Ahmet Ağaoğlu was a prominent Turkish academic and intellectual who became a leading professor and influential figure in the development of modern higher education in Turkey.
  • B. Ord. Prof. Dr. Nurettin Topçu
    Ord. Prof. Dr. Nurettin Topçu was a prominent Turkish philosopher, academic, and intellectual known for his work on ethics, education, and the synthesis of Islamic thought with modern philosophy.
  • C. Ord. Prof. Dr. Ekrem Akurgal
    Ord. Prof. Dr. Ekrem Akurgal was a prominent Turkish archaeologist and historian renowned for his pioneering research on the ancient civilizations of Anatolia and the Near East.
  • D. Ord. Prof. Dr. Mehmet Kaplan
    Ord. Prof. Dr. Mehmet Kaplan was a prominent Turkish literary scholar and academic known for his influential studies on Turkish literature and his long career as a professor.
  • E. Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı
    Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı was a prominent Turkish historian and academic known for his extensive research and publications on Ottoman history.
  • 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4bc145c8190a2d7a1d755d18251 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad8aad1a30819086df8e4ef3752263 completed March 8, 2026, 2:41 p.m.
NEDg Description generation batch_69ad979b7f2c819094c907bed705db3b completed March 8, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69ad9831a87c819089fc3b590ab7ecb2 completed March 8, 2026, 3:39 p.m.
Created at: March 1, 2026, 8 p.m.