Triple

T823085
Position Surface form Disambiguated ID Type / Status
Subject Gaziantep E17791 entity
Predicate hasUniversity P113 FINISHED
Object Hasan Kalyoncu University
Hasan Kalyoncu University is a private higher education institution located in Gaziantep, Turkey, offering a range of undergraduate and graduate programs.
E99641 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: Hasan Kalyoncu University | Statement: [Gaziantep, hasUniversity, Hasan Kalyoncu University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hasan Kalyoncu University
Context triple: [Gaziantep, hasUniversity, Hasan Kalyoncu University]
  • A. 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.
  • B. 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.
  • C. Hacettepe University
    Hacettepe University is a major public research university in Turkey, renowned for its strong programs in medicine, science, and engineering.
  • D. Gazi University
    Gazi University is a major public research university in Turkey, known for its wide range of academic programs and its central role in higher education in Ankara.
  • E. Selçuk University
    Selçuk University is a major public research university in Konya, Turkey, known for its wide range of academic programs and significant regional influence in education and research.
  • 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: Hasan Kalyoncu University
Triple: [Gaziantep, hasUniversity, Hasan Kalyoncu University]
Generated description
Hasan Kalyoncu University is a private higher education institution located in Gaziantep, Turkey, offering a range of undergraduate and graduate programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hasan Kalyoncu University
Target entity description: Hasan Kalyoncu University is a private higher education institution located in Gaziantep, Turkey, offering a range of undergraduate and graduate programs.
  • A. 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.
  • B. 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.
  • C. Hacettepe University
    Hacettepe University is a major public research university in Turkey, renowned for its strong programs in medicine, science, and engineering.
  • D. Gazi University
    Gazi University is a major public research university in Turkey, known for its wide range of academic programs and its central role in higher education in Ankara.
  • E. Selçuk University
    Selçuk University is a major public research university in Konya, Turkey, known for its wide range of academic programs and significant regional influence in education and research.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab7c139c8190b6d75661b5138d89 completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a79291d51c81908163024842300a6e completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a795676ce881909d93a50841dcc054 completed March 4, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69a795cd74a88190b858e29eb86527a9 completed March 4, 2026, 2:15 a.m.
Created at: March 1, 2026, 7:38 p.m.