Triple

T14510894
Position Surface form Disambiguated ID Type / Status
Subject Government of Qatar E340390 entity
Predicate includesOffice P1268 FINISHED
Object Ministry of Education and Higher Education of Qatar
The Ministry of Education and Higher Education of Qatar is the national authority responsible for formulating and implementing education policies, overseeing schools and universities, and advancing educational development across the country.
E1102680 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: Ministry of Education and Higher Education of Qatar | Statement: [Government of Qatar, includesOffice, Ministry of Education and Higher Education of Qatar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Education and Higher Education of Qatar
Context triple: [Government of Qatar, includesOffice, Ministry of Education and Higher Education of Qatar]
  • A. 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.
  • B. 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.
  • C. Qatar Foundation
    Qatar Foundation is a non-profit organization in Qatar that drives the country’s education, research, and community development initiatives, including partnerships with leading international universities.
  • D. Qatar Faculty of Islamic Studies
    Qatar Faculty of Islamic Studies is a higher education institution in Qatar specializing in Islamic studies, research, and scholarship within a contemporary academic framework.
  • E. Ministry of Higher Education of Kuwait
    The Ministry of Higher Education of Kuwait is the government body responsible for overseeing universities, colleges, and scholarship programs, and for shaping national policies on tertiary education in Kuwait.
  • 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: Ministry of Education and Higher Education of Qatar
Triple: [Government of Qatar, includesOffice, Ministry of Education and Higher Education of Qatar]
Generated description
The Ministry of Education and Higher Education of Qatar is the national authority responsible for formulating and implementing education policies, overseeing schools and universities, and advancing educational development across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Education and Higher Education of Qatar
Target entity description: The Ministry of Education and Higher Education of Qatar is the national authority responsible for formulating and implementing education policies, overseeing schools and universities, and advancing educational development across the country.
  • A. 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.
  • B. 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.
  • C. Qatar Foundation
    Qatar Foundation is a non-profit organization in Qatar that drives the country’s education, research, and community development initiatives, including partnerships with leading international universities.
  • D. Qatar Faculty of Islamic Studies
    Qatar Faculty of Islamic Studies is a higher education institution in Qatar specializing in Islamic studies, research, and scholarship within a contemporary academic framework.
  • E. Ministry of Higher Education of Kuwait
    The Ministry of Higher Education of Kuwait is the government body responsible for overseeing universities, colleges, and scholarship programs, and for shaping national policies on tertiary education in Kuwait.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e5b7b48190878be271840c265b completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da48b2c8190a906965a7ebcb607 completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6f94fd608190bf874869ff15fdf5 completed May 8, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd7041102c8190bc6f3d3011004d7a completed May 8, 2026, 5:10 a.m.
Created at: April 10, 2026, 1:21 a.m.