Triple

T14982478
Position Surface form Disambiguated ID Type / Status
Subject Hind bint Hamad Al Thani E373612 entity
Predicate affiliatedWith P254 FINISHED
Object Hamad Bin Khalifa University E1038350 NE FINISHED

How this triple was built (2 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: [Hind bint Hamad Al Thani, affiliatedWith, Hamad Bin Khalifa University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamad Bin Khalifa University
Context triple: [Hind bint Hamad Al Thani, affiliatedWith, Hamad Bin Khalifa University]
  • A. Hamad Bin Khalifa University chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6fe42a081909308f788fdf024d5 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff8754ef408190be0e4ea5c35cf000 completed May 9, 2026, 7:13 p.m.
Created at: April 10, 2026, 2:52 a.m.