Triple

T9055570
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Engineering, Ain Shams University E216986 entity
Predicate hasDepartment P35 FINISHED
Object Department of Biomedical Engineering, Ain Shams University
The Department of Biomedical Engineering at Ain Shams University is an academic unit that integrates engineering principles with medical and biological sciences to educate students and conduct research in healthcare technologies and medical devices.
E775087 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 Biomedical Engineering, Ain Shams University | Statement: [Faculty of Engineering, Ain Shams University, hasDepartment, Department of Biomedical Engineering, Ain Shams University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Biomedical Engineering, Ain Shams University
Context triple: [Faculty of Engineering, Ain Shams University, hasDepartment, Department of Biomedical Engineering, Ain Shams University]
  • A. Department of Biomedical Engineering
    The Department of Biomedical Engineering at the University of Tokyo’s Faculty of Medicine is an academic unit focused on applying engineering principles and technologies to advance medical science, healthcare, and human health.
  • B. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit specializing in the application of engineering principles to medical and biological problems within the Schulich School of Engineering.
  • C. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit at McGill University that focuses on applying engineering principles and technologies to advance medical research, healthcare, and human health.
  • D. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit at Duke University's Pratt School of Engineering that focuses on applying engineering principles to advance medical and biological research, healthcare technologies, and clinical practice.
  • E. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit specializing in the application of engineering principles to medicine and biology, offering education and research programs in areas such as medical devices, imaging, and tissue 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 Biomedical Engineering, Ain Shams University
Triple: [Faculty of Engineering, Ain Shams University, hasDepartment, Department of Biomedical Engineering, Ain Shams University]
Generated description
The Department of Biomedical Engineering at Ain Shams University is an academic unit that integrates engineering principles with medical and biological sciences to educate students and conduct research in healthcare technologies and medical devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Biomedical Engineering, Ain Shams University
Target entity description: The Department of Biomedical Engineering at Ain Shams University is an academic unit that integrates engineering principles with medical and biological sciences to educate students and conduct research in healthcare technologies and medical devices.
  • A. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit specializing in the application of engineering principles to medical and biological problems within the Schulich School of Engineering.
  • B. Department of Biomedical Engineering
    The Department of Biomedical Engineering at the University of Tokyo’s Faculty of Medicine is an academic unit focused on applying engineering principles and technologies to advance medical science, healthcare, and human health.
  • C. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit at McGill University that focuses on applying engineering principles and technologies to advance medical research, healthcare, and human health.
  • D. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit at Duke University's Pratt School of Engineering that focuses on applying engineering principles to advance medical and biological research, healthcare technologies, and clinical practice.
  • E. Department of Biomedical Engineering
    The Department of Biomedical Engineering is an academic unit specializing in the application of engineering principles to medicine and biology, offering education and research programs in areas such as medical devices, imaging, and tissue 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_69ca83d4425481909a319dab847724ec completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7a7488188190b3dd6bc2f2377503 completed April 1, 2026, 1:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebdb01a8819084365c9b73506a28 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfeda64d488190ad6f514f2e5c6195 completed April 3, 2026, 4:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfee809b54819089d4d0d5c555e428 completed April 3, 2026, 4:44 p.m.
Created at: March 30, 2026, 7:10 p.m.