Triple

T10173862
Position Surface form Disambiguated ID Type / Status
Subject Hamdan bin Mohammed Al Maktoum E235799 entity
Predicate educatedAt P5 FINISHED
Object Dubai School of Government
The Dubai School of Government is a public policy and governance institute in Dubai that focuses on research, training, and education for government leaders and policymakers in the Arab world.
 E844817 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: Dubai School of Government | Statement: [Hamdan bin Mohammed Al Maktoum, educatedAt, Dubai School of Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dubai School of Government
Context triple: [Hamdan bin Mohammed Al Maktoum, educatedAt, Dubai School of Government]
  • A. Heriot-Watt University Dubai Campus
    Heriot-Watt University Dubai Campus is the international branch of the Scottish university Heriot-Watt, offering British-style higher education and research programs in Dubai.
  • B. University of Wollongong in Dubai
    The University of Wollongong in Dubai is an Australian-accredited international branch campus located in the United Arab Emirates, offering a range of undergraduate and postgraduate programs.
  • C. Curtin University Dubai
    Curtin University Dubai is an international branch campus of Australia's Curtin University located in Dubai, offering Australian-accredited higher education programs to students in the Middle East.
  • D. American University of Sharjah
    American University of Sharjah is a private, American-style university in the United Arab Emirates known for its strong engineering, business, and architecture programs and diverse international student body.
  • E. Sorbonne University Abu Dhabi
    Sorbonne University Abu Dhabi is a branch campus of the historic Paris-Sorbonne University located in the United Arab Emirates, offering French-style higher education programs in the arts, humanities, and other 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: Dubai School of Government
Triple: [Hamdan bin Mohammed Al Maktoum, educatedAt, Dubai School of Government]
Generated description
The Dubai School of Government is a public policy and governance institute in Dubai that focuses on research, training, and education for government leaders and policymakers in the Arab world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dubai School of Government
Target entity description: The Dubai School of Government is a public policy and governance institute in Dubai that focuses on research, training, and education for government leaders and policymakers in the Arab world.
  • A. Heriot-Watt University Dubai Campus
    Heriot-Watt University Dubai Campus is the international branch of the Scottish university Heriot-Watt, offering British-style higher education and research programs in Dubai.
  • B. University of Wollongong in Dubai
    The University of Wollongong in Dubai is an Australian-accredited international branch campus located in the United Arab Emirates, offering a range of undergraduate and postgraduate programs.
  • C. Curtin University Dubai
    Curtin University Dubai is an international branch campus of Australia's Curtin University located in Dubai, offering Australian-accredited higher education programs to students in the Middle East.
  • D. American University of Sharjah
    American University of Sharjah is a private, American-style university in the United Arab Emirates known for its strong engineering, business, and architecture programs and diverse international student body.
  • E. Sorbonne University Abu Dhabi
    Sorbonne University Abu Dhabi is a branch campus of the historic Paris-Sorbonne University located in the United Arab Emirates, offering French-style higher education programs in the arts, humanities, and other 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdeca0dc508190916f2a1bbb288192 completed April 2, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3010c386481908bc0c985c0b5ff93 completed April 6, 2026, 12:40 a.m.
NEDg Description generation batch_69d30256ee40819098569b37eb27d3d1 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d302d248e08190b6b7bae9343b6f9a completed April 6, 2026, 12:48 a.m.
Created at: March 30, 2026, 9:11 p.m.