Triple
T18317845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dubai Future Foundation |
E438793
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Dubai Future Academy
Dubai Future Academy is an educational initiative in Dubai that offers training and programs focused on future skills, emerging technologies, and innovation.
|
E438793
|
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 Future Academy | Statement: [Dubai Future Foundation, hasPart, Dubai Future Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dubai Future Academy Context triple: [Dubai Future Foundation, hasPart, Dubai Future Academy]
-
A.
Dubai Future Foundation
Dubai Future Foundation is a Dubai government organization focused on shaping the emirate’s future through innovation, foresight, and strategic initiatives in technology and entrepreneurship.
-
B.
Dubai Campus
Dubai Campus is Heriot-Watt University's international branch in the United Arab Emirates, offering British-style higher education and research programs in a major global business hub.
-
C.
Qatar Academy
Qatar Academy is a group of premier international schools in Qatar offering rigorous, multilingual K–12 education under the umbrella of the Qatar Foundation.
-
D.
Dubai campus
Dubai campus is the University of Wollongong’s international branch campus located in Dubai, offering Australian-accredited higher education programs in the United Arab Emirates.
-
E.
Dubai campus
Dubai campus is the University of Birmingham’s international branch campus in the United Arab Emirates, offering a range of undergraduate and postgraduate degree programs.
- 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 Future Academy Triple: [Dubai Future Foundation, hasPart, Dubai Future Academy]
Generated description
Dubai Future Academy is an educational initiative in Dubai that offers training and programs focused on future skills, emerging technologies, and innovation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dubai Future Academy Target entity description: Dubai Future Academy is an educational initiative in Dubai that offers training and programs focused on future skills, emerging technologies, and innovation.
-
A.
Dubai Future Foundation
chosen
Dubai Future Foundation is a Dubai government organization focused on shaping the emirate’s future through innovation, foresight, and strategic initiatives in technology and entrepreneurship.
-
B.
Dubai Campus
Dubai Campus is Heriot-Watt University's international branch in the United Arab Emirates, offering British-style higher education and research programs in a major global business hub.
-
C.
Qatar Academy
Qatar Academy is a group of premier international schools in Qatar offering rigorous, multilingual K–12 education under the umbrella of the Qatar Foundation.
-
D.
Dubai campus
Dubai campus is the University of Wollongong’s international branch campus located in Dubai, offering Australian-accredited higher education programs in the United Arab Emirates.
-
E.
Dubai campus
Dubai campus is the University of Birmingham’s international branch campus in the United Arab Emirates, offering a range of undergraduate and postgraduate degree programs.
- F. None of above.
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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5021f5f1081909fd98c8fb786c7ff |
completed | April 19, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4c3cf988190a86d86c46eae35c6 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c582c9fc8190a656bb9e5544b5cf |
completed | May 13, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c64c02288190903c7e9123ca5a79 |
completed | May 13, 2026, 12:31 a.m. |
Created at: April 10, 2026, 10:36 a.m.