Triple

T7357627
Position Surface form Disambiguated ID Type / Status
Subject Government of Abu Dhabi E169664 entity
Predicate implementsPlan P72239 FINISHED
Object 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.
E658833 NE FINISHED

How this triple was built (5 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: Abu Dhabi Economic Vision 2030 | Statement: [Government of Abu Dhabi, implementsPlan, Abu Dhabi Economic Vision 2030]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abu Dhabi Economic Vision 2030
Context triple: [Government of Abu Dhabi, implementsPlan, Abu Dhabi Economic Vision 2030]
  • A. 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.
  • B. 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.
  • C. Arabian Gulf Development
    Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
  • D. Arab Gulf Programme for Development
    The Arab Gulf Programme for Development (AGFUND) is a regional philanthropic organization that supports sustainable human development initiatives, particularly in education, health, and poverty alleviation, across developing countries.
  • E. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • 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: Abu Dhabi Economic Vision 2030
Triple: [Government of Abu Dhabi, implementsPlan, Abu Dhabi Economic Vision 2030]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abu Dhabi Economic Vision 2030
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Arabian Gulf Development
    Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
  • D. Arab Gulf Programme for Development
    The Arab Gulf Programme for Development (AGFUND) is a regional philanthropic organization that supports sustainable human development initiatives, particularly in education, health, and poverty alleviation, across developing countries.
  • E. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: implementsPlan
Context triple: [Government of Abu Dhabi, implementsPlan, Abu Dhabi Economic Vision 2030]
  • A. implementedPlan chosen
    Indicates that a specific plan has been carried out or put into effect by an entity.
  • B. hasPlan
    Indicates that an entity possesses or is associated with a specific plan or course of action.
  • C. originalPlan
    Indicates that one entity is the initial or primary plan or intended course of action associated with another entity.
  • D. partOfPlan
    Indicates that one entity is included as a component or step within a broader plan or strategy.
  • E. plannedWith
    Indicates that an entity created or arranged a plan in collaboration or coordination with another entity.
  • F. None of above.

Provenance (6 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f26d6d6081909c7272a9ccae0d97 completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7faaa8ec8819093bf6b4562472288 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc5d7e5081908c9f7389f4dea1e0 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fcb5f7f0819081e70f8809bb34ae completed March 28, 2026, 4:07 p.m.
PD Predicate disambiguation batch_69c6f02d36108190bcb34a95e6a30bd7 completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:06 p.m.