Triple
T4856743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expo City Dubai |
E108554
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Dubai 2040 Urban Master Plan
The Dubai 2040 Urban Master Plan is a long-term strategic blueprint guiding Dubai’s sustainable urban growth, land use, and infrastructure development through the year 2040.
|
E475129
|
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 2040 Urban Master Plan | Statement: [Expo City Dubai, partOf, Dubai 2040 Urban Master Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dubai 2040 Urban Master Plan Context triple: [Expo City Dubai, partOf, Dubai 2040 Urban Master Plan]
-
A.
Masdar City masterplan
The Masdar City masterplan is a pioneering sustainable urban development blueprint for a low-carbon, zero-waste city in Abu Dhabi, integrating advanced clean technologies with climate-responsive architecture and planning.
-
B.
Abu Dhabi waterfront development
Abu Dhabi waterfront development is a major coastal urban regeneration and leisure district in Abu Dhabi featuring promenades, beaches, parks, and mixed-use developments along the city’s shoreline.
-
C.
Dubai Millennium project
The Dubai Millennium project was a visionary urban development initiative in Dubai aimed at showcasing the emirate’s rapid modernization and ambitious architectural growth at the turn of the millennium.
-
D.
International Humanitarian City (Dubai)
International Humanitarian City (Dubai) is a global humanitarian logistics hub and free zone in the UAE that hosts UN agencies and NGOs to coordinate and deliver emergency aid worldwide.
-
E.
Dubai Media City
Dubai Media City is a specialized free zone and business hub in Dubai that hosts regional and international media, advertising, and communications companies.
- 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 2040 Urban Master Plan Triple: [Expo City Dubai, partOf, Dubai 2040 Urban Master Plan]
Generated description
The Dubai 2040 Urban Master Plan is a long-term strategic blueprint guiding Dubai’s sustainable urban growth, land use, and infrastructure development through the year 2040.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dubai 2040 Urban Master Plan Target entity description: The Dubai 2040 Urban Master Plan is a long-term strategic blueprint guiding Dubai’s sustainable urban growth, land use, and infrastructure development through the year 2040.
-
A.
Masdar City masterplan
The Masdar City masterplan is a pioneering sustainable urban development blueprint for a low-carbon, zero-waste city in Abu Dhabi, integrating advanced clean technologies with climate-responsive architecture and planning.
-
B.
Abu Dhabi waterfront development
Abu Dhabi waterfront development is a major coastal urban regeneration and leisure district in Abu Dhabi featuring promenades, beaches, parks, and mixed-use developments along the city’s shoreline.
-
C.
Dubai Millennium project
The Dubai Millennium project was a visionary urban development initiative in Dubai aimed at showcasing the emirate’s rapid modernization and ambitious architectural growth at the turn of the millennium.
-
D.
International Humanitarian City (Dubai)
International Humanitarian City (Dubai) is a global humanitarian logistics hub and free zone in the UAE that hosts UN agencies and NGOs to coordinate and deliver emergency aid worldwide.
-
E.
Dubai Media City
Dubai Media City is a specialized free zone and business hub in Dubai that hosts regional and international media, advertising, and communications companies.
- 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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d3f24688190b2f2b79bcde96973 |
completed | March 20, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cec638481909a3345f348116bbc |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5fd0ec648190842438a3235481e5 |
completed | March 21, 2026, 9:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be606f82e88190b2b1501ec83b33af |
completed | March 21, 2026, 9:10 a.m. |
Created at: March 20, 2026, 1:26 p.m.