Triple

T7175440
Position Surface form Disambiguated ID Type / Status
Subject Sakarya E167306 entity
Predicate hasUniversity P113 FINISHED
Object Sakarya University of Applied Sciences
Sakarya University of Applied Sciences is a public higher education institution in Sakarya, Turkey, focused on vocational and applied sciences programs closely linked to industry and practical training.
E646530 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: Sakarya University of Applied Sciences | Statement: [Sakarya, hasUniversity, Sakarya University of Applied Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sakarya University of Applied Sciences
Context triple: [Sakarya, hasUniversity, Sakarya University of Applied Sciences]
  • A. Hasan Kalyoncu University
    Hasan Kalyoncu University is a private higher education institution located in Gaziantep, Turkey, offering a range of undergraduate and graduate programs.
  • 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. Konya Technical University
    Konya Technical University is a public higher education institution in Konya, Turkey, specializing in engineering, architecture, and technical sciences.
  • D. Kocaeli University
    Kocaeli University is a public higher education and research institution in Turkey known for its engineering, technical, and social science programs.
  • E. Erciyes University
    Erciyes University is a major public research university in the Turkish city of Kayseri, known for its wide range of academic programs and its proximity to Mount Erciyes.
  • 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: Sakarya University of Applied Sciences
Triple: [Sakarya, hasUniversity, Sakarya University of Applied Sciences]
Generated description
Sakarya University of Applied Sciences is a public higher education institution in Sakarya, Turkey, focused on vocational and applied sciences programs closely linked to industry and practical training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sakarya University of Applied Sciences
Target entity description: Sakarya University of Applied Sciences is a public higher education institution in Sakarya, Turkey, focused on vocational and applied sciences programs closely linked to industry and practical training.
  • A. Hasan Kalyoncu University
    Hasan Kalyoncu University is a private higher education institution located in Gaziantep, Turkey, offering a range of undergraduate and graduate programs.
  • 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. Konya Technical University
    Konya Technical University is a public higher education institution in Konya, Turkey, specializing in engineering, architecture, and technical sciences.
  • D. Kocaeli University
    Kocaeli University is a public higher education and research institution in Turkey known for its engineering, technical, and social science programs.
  • E. Erciyes University
    Erciyes University is a major public research university in the Turkish city of Kayseri, known for its wide range of academic programs and its proximity to Mount Erciyes.
  • 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_69c68889a2748190a316c5e65360361a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e88ec6a8819083cbc3f4c39b8c79 completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b9281e808190ac2a8ad585a70ea0 completed March 28, 2026, 11:19 a.m.
NEDg Description generation batch_69c7b9993f40819098c59865a3e64532 completed March 28, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba4f196c8190b29e6ddc091f11a6 completed March 28, 2026, 11:23 a.m.
Created at: March 27, 2026, 2:48 p.m.