Triple

T10144672
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Medicine, Marmara University E231672 entity
Predicate hasAffiliation P467 FINISHED
Object Marmara University Teaching Hospitals
Marmara University Teaching Hospitals are the clinical and research hospital network of Marmara University’s Faculty of Medicine, providing medical education, patient care, and specialized healthcare services in Turkey.
E844404 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: Marmara University Teaching Hospitals | Statement: [Faculty of Medicine, Marmara University, hasAffiliation, Marmara University Teaching Hospitals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marmara University Teaching Hospitals
Context triple: [Faculty of Medicine, Marmara University, hasAffiliation, Marmara University Teaching Hospitals]
  • A. Ondokuz Mayıs University Medical Faculty Hospital
    Ondokuz Mayıs University Medical Faculty Hospital is a major teaching and research hospital in Turkey that provides comprehensive medical services while training future healthcare professionals.
  • B. Hacettepe University Adult Hospital
    Hacettepe University Adult Hospital is a major teaching and research hospital in Turkey that provides comprehensive medical care for adult patients across a wide range of specialties.
  • C. Istanbul University Hospital system
    Istanbul University Hospital system is a network of teaching and research hospitals associated with Istanbul University that provides comprehensive medical care and clinical training.
  • D. Şişli Campus
    Şişli Campus is one of Istanbul University’s urban campuses located in the Şişli district of Istanbul, Turkey.
  • E. Muwasat University Hospital
    Muwasat University Hospital is a major teaching and healthcare facility affiliated with Damascus University in Syria.
  • 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: Marmara University Teaching Hospitals
Triple: [Faculty of Medicine, Marmara University, hasAffiliation, Marmara University Teaching Hospitals]
Generated description
Marmara University Teaching Hospitals are the clinical and research hospital network of Marmara University’s Faculty of Medicine, providing medical education, patient care, and specialized healthcare services in Turkey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marmara University Teaching Hospitals
Target entity description: Marmara University Teaching Hospitals are the clinical and research hospital network of Marmara University’s Faculty of Medicine, providing medical education, patient care, and specialized healthcare services in Turkey.
  • A. Ondokuz Mayıs University Medical Faculty Hospital
    Ondokuz Mayıs University Medical Faculty Hospital is a major teaching and research hospital in Turkey that provides comprehensive medical services while training future healthcare professionals.
  • B. Hacettepe University Adult Hospital
    Hacettepe University Adult Hospital is a major teaching and research hospital in Turkey that provides comprehensive medical care for adult patients across a wide range of specialties.
  • C. Istanbul University Hospital system
    Istanbul University Hospital system is a network of teaching and research hospitals associated with Istanbul University that provides comprehensive medical care and clinical training.
  • D. Şişli Campus
    Şişli Campus is one of Istanbul University’s urban campuses located in the Şişli district of Istanbul, Turkey.
  • E. Muwasat University Hospital
    Muwasat University Hospital is a major teaching and healthcare facility affiliated with Damascus University in Syria.
  • 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_69ca848364f881908a24366a6feec1db completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdeb2a373081908615f7b2314e7f90 completed April 2, 2026, 4:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e62236c88190a6ddaf4957cb8b5f completed April 5, 2026, 10:45 p.m.
NEDg Description generation batch_69d2e73fd6988190a338a9e49dc3671b completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8c425b88190b20f1706fe3343f4 completed April 5, 2026, 10:57 p.m.
Created at: March 30, 2026, 9:07 p.m.