Triple

T11568113
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Engineering, Marmara University E274307 entity
Predicate hasDepartment P35 FINISHED
Object Department of Civil Engineering, Marmara University
The Department of Civil Engineering at Marmara University is an academic unit that offers undergraduate and graduate education and conducts research in civil engineering disciplines such as structural, geotechnical, transportation, and environmental engineering.
E933886 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: Department of Civil Engineering, Marmara University | Statement: [Faculty of Engineering, Marmara University, hasDepartment, Department of Civil Engineering, Marmara University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Civil Engineering, Marmara University
Context triple: [Faculty of Engineering, Marmara University, hasDepartment, Department of Civil Engineering, Marmara University]
  • A. Civil Engineering Department, Istanbul University
    The Civil Engineering Department at Istanbul University is an academic unit that educates engineers and conducts research in areas such as structural, geotechnical, transportation, and environmental engineering.
  • B. Geological Engineering Department, Istanbul University
    The Geological Engineering Department at Istanbul University is an academic unit specializing in the study and engineering applications of earth materials, structures, and processes.
  • C. Faculty of Engineering of Boğaziçi University
    The Faculty of Engineering of Boğaziçi University is a leading engineering school in Turkey known for its rigorous programs, strong research output, and international collaborations across multiple engineering disciplines.
  • D. Mechanical Engineering Department, Istanbul University
    The Mechanical Engineering Department at Istanbul University is an academic unit that offers education and conducts research in mechanical engineering within the university’s Faculty of Engineering.
  • E. Department of Civil Engineering, Ain Shams University
    The Department of Civil Engineering at Ain Shams University is an academic unit that provides undergraduate and postgraduate education and research in civil engineering disciplines such as structural, geotechnical, transportation, and environmental 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: Department of Civil Engineering, Marmara University
Triple: [Faculty of Engineering, Marmara University, hasDepartment, Department of Civil Engineering, Marmara University]
Generated description
The Department of Civil Engineering at Marmara University is an academic unit that offers undergraduate and graduate education and conducts research in civil engineering disciplines such as structural, geotechnical, transportation, and environmental engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Civil Engineering, Marmara University
Target entity description: The Department of Civil Engineering at Marmara University is an academic unit that offers undergraduate and graduate education and conducts research in civil engineering disciplines such as structural, geotechnical, transportation, and environmental engineering.
  • A. Civil Engineering Department, Istanbul University
    The Civil Engineering Department at Istanbul University is an academic unit that educates engineers and conducts research in areas such as structural, geotechnical, transportation, and environmental engineering.
  • B. Geological Engineering Department, Istanbul University
    The Geological Engineering Department at Istanbul University is an academic unit specializing in the study and engineering applications of earth materials, structures, and processes.
  • C. Faculty of Engineering of Boğaziçi University
    The Faculty of Engineering of Boğaziçi University is a leading engineering school in Turkey known for its rigorous programs, strong research output, and international collaborations across multiple engineering disciplines.
  • D. Mechanical Engineering Department, Istanbul University
    The Mechanical Engineering Department at Istanbul University is an academic unit that offers education and conducts research in mechanical engineering within the university’s Faculty of Engineering.
  • E. Department of Civil Engineering, Ain Shams University
    The Department of Civil Engineering at Ain Shams University is an academic unit that provides undergraduate and postgraduate education and research in civil engineering disciplines such as structural, geotechnical, transportation, and environmental 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd4305c8190ac5ff490b6b63e12 completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e8c9a22c8190812c64b9f305ae99 completed April 21, 2026, 3:02 a.m.
NEDg Description generation batch_69e6ef9631e48190aef47bba9ad611e8 completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f94ac2d0819098a3024eaab908b5 completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.