Triple
T19780995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dubai 2040 Urban Master Plan |
E475129
|
entity |
| Predicate | relatedPlan |
P98771
|
FINISHED |
| Object | Dubai Plan 2021 |
—
|
NE NERFINISHED |
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 Plan 2021 | Statement: [Dubai 2040 Urban Master Plan, relatedPlan, Dubai Plan 2021]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dubai Plan 2021 Context triple: [Dubai 2040 Urban Master Plan, relatedPlan, Dubai Plan 2021]
-
A.
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.
-
B.
Abu Dhabi Economic Vision 2030
Abu Dhabi Economic Vision 2030 is the emirate’s long-term strategic framework to diversify its economy beyond oil, foster sustainable growth, and develop a competitive, knowledge-based society by the year 2030.
-
C.
Abu Dhabi 2030 urban structure framework plan
The Abu Dhabi 2030 urban structure framework plan is a long-term master planning strategy that guides the emirate’s growth into a sustainable, globally competitive city through coordinated land use, transportation, and infrastructure development.
-
D.
New Dubai
New Dubai is a modern, upscale area of Dubai characterized by high-rise waterfront developments, luxury residences, and major commercial and leisure hubs along the city’s southwestern coast.
-
E.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dubai Plan 2021 Target entity description: Dubai Plan 2021 is a strategic framework launched by the Government of Dubai to guide the emirate’s social, economic, and urban development toward a sustainable, innovative, and people-centric city by the year 2021.
-
A.
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.
-
B.
Abu Dhabi Economic Vision 2030
Abu Dhabi Economic Vision 2030 is the emirate’s long-term strategic framework to diversify its economy beyond oil, foster sustainable growth, and develop a competitive, knowledge-based society by the year 2030.
-
C.
Abu Dhabi 2030 urban structure framework plan
The Abu Dhabi 2030 urban structure framework plan is a long-term master planning strategy that guides the emirate’s growth into a sustainable, globally competitive city through coordinated land use, transportation, and infrastructure development.
-
D.
New Dubai
New Dubai is a modern, upscale area of Dubai characterized by high-rise waterfront developments, luxury residences, and major commercial and leisure hubs along the city’s southwestern coast.
-
E.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: relatedPlan Context triple: [Dubai 2040 Urban Master Plan, relatedPlan, Dubai Plan 2021]
-
A.
hasRelatedPlan
chosen
Indicates that one entity is associated with another entity through a plan that is relevant or connected to it.
-
B.
relationshipPlannedWith
Indicates that a relationship between two entities has been intentionally arranged or scheduled to occur in the future.
-
C.
relatedPass
Indicates that one pass is associated with or connected to another pass in some relevant way.
-
D.
relatedProposal
Indicates that one proposal has a specified relationship or association with another proposal.
-
E.
relatedBenefit
Indicates that one entity provides an advantage, gain, or positive outcome that is connected or attributable to another entity.
- F. None of above.
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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653846a248190adc4afe0dc29a402 |
completed | April 20, 2026, 4:25 p.m. |
| PD | Predicate disambiguation | batch_69e53053ed2881908400becdfada7fd3 |
completed | April 19, 2026, 7:43 p.m. |
Created at: April 10, 2026, 1:49 p.m.