Triple

T13427004
Position Surface form Disambiguated ID Type / Status
Subject Education City E313507 entity
Predicate hasInstitution P186 FINISHED
Object Hamad Bin Khalifa University
Hamad Bin Khalifa University is a graduate-focused research university in Qatar known for its interdisciplinary programs and role within Qatar Foundation’s Education City.
 E1038350 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: Hamad Bin Khalifa University | Statement: [Education City, hasInstitution, Hamad Bin Khalifa University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamad Bin Khalifa University
Context triple: [Education City, hasInstitution, Hamad Bin Khalifa University]
  • A. Al Ain University
    Al Ain University is a higher education institution in the United Arab Emirates offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • B. Qatar University
    Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
  • C. Doha Institute for Graduate Studies
    The Doha Institute for Graduate Studies is a Qatar-based higher education institution specializing in postgraduate programs and research in the social sciences, humanities, public administration, and development studies, with a strong focus on the Arab region.
  • D. United Arab Emirates University
    United Arab Emirates University is a leading national research university in Al Ain, United Arab Emirates, known for its comprehensive academic programs and role in educating many of the country’s prominent leaders.
  • E. King Salman International University
    King Salman International University is a modern Egyptian public university established in South Sinai, aiming to provide high-quality, internationally oriented higher education across multiple disciplines.
  • 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: Hamad Bin Khalifa University
Triple: [Education City, hasInstitution, Hamad Bin Khalifa University]
Generated description
Hamad Bin Khalifa University is a graduate-focused research university in Qatar known for its interdisciplinary programs and role within Qatar Foundation’s Education City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamad Bin Khalifa University
Target entity description: Hamad Bin Khalifa University is a graduate-focused research university in Qatar known for its interdisciplinary programs and role within Qatar Foundation’s Education City.
  • A. Al Ain University
    Al Ain University is a higher education institution in the United Arab Emirates offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • B. Qatar University
    Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
  • C. Doha Institute for Graduate Studies
    The Doha Institute for Graduate Studies is a Qatar-based higher education institution specializing in postgraduate programs and research in the social sciences, humanities, public administration, and development studies, with a strong focus on the Arab region.
  • D. United Arab Emirates University
    United Arab Emirates University is a leading national research university in Al Ain, United Arab Emirates, known for its comprehensive academic programs and role in educating many of the country’s prominent leaders.
  • E. King Salman International University
    King Salman International University is a modern Egyptian public university established in South Sinai, aiming to provide high-quality, internationally oriented higher education across multiple disciplines.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed1f9208190bf5ef5b8a7ded376 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f730883cb48190add9469c48dc3e89 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:40 p.m.