Triple

T19780996
Position Surface form Disambiguated ID Type / Status
Subject Dubai 2040 Urban Master Plan E475129 entity
Predicate relatedPlan P98771 FINISHED
Object UAE Vision 2021
UAE Vision 2021 is a national strategic framework launched by the United Arab Emirates to guide the country’s development into a diversified, knowledge-based, and globally competitive nation by its 50th anniversary.
E1393850 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: UAE Vision 2021 | Statement: [Dubai 2040 Urban Master Plan, relatedPlan, UAE Vision 2021]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UAE Vision 2021
Context triple: [Dubai 2040 Urban Master Plan, relatedPlan, UAE Vision 2021]
  • A. 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.
  • B. Oman Vision 2020
    Oman Vision 2020 is a national strategic framework that guided Oman’s economic diversification and socio-economic development goals through the first two decades of the 21st century.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: UAE Vision 2021
Triple: [Dubai 2040 Urban Master Plan, relatedPlan, UAE Vision 2021]
Generated description
UAE Vision 2021 is a national strategic framework launched by the United Arab Emirates to guide the country’s development into a diversified, knowledge-based, and globally competitive nation by its 50th anniversary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UAE Vision 2021
Target entity description: UAE Vision 2021 is a national strategic framework launched by the United Arab Emirates to guide the country’s development into a diversified, knowledge-based, and globally competitive nation by its 50th anniversary.
  • A. 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.
  • B. Oman Vision 2020
    Oman Vision 2020 is a national strategic framework that guided Oman’s economic diversification and socio-economic development goals through the first two decades of the 21st century.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d8e51a43a08190956bc6df13c91a77 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653846a248190adc4afe0dc29a402 completed April 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd7ac0b48190bc331db6689f7b54 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be450e608190a008095b0502b2d3 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bed9c62c819088d8e32f92b3b147 completed May 16, 2026, 12:48 a.m.
Created at: April 10, 2026, 1:49 p.m.