Triple

T14418085
Position Surface form Disambiguated ID Type / Status
Subject Kuwait national development plan E357507 entity
Predicate relatedTo P37 FINISHED
Object New Kuwait vision
New Kuwait Vision is a long-term strategic initiative aimed at transforming Kuwait into a diversified, sustainable, and globally competitive economy by 2035.
E357507 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: New Kuwait vision | Statement: [Kuwait national development plan, relatedTo, New Kuwait vision]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Kuwait vision
Context triple: [Kuwait national development plan, relatedTo, New Kuwait vision]
  • A. Kuwait national development plan
    The Kuwait national development plan is a long-term government strategy aimed at transforming Kuwait into a regional financial, commercial, and logistical hub through large-scale infrastructure, economic diversification, and social development projects.
  • B. 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.
  • C. 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.
  • D. Qatar National Vision 2030 initiatives
    Qatar National Vision 2030 initiatives are a set of long-term strategic programs and reforms designed to transform Qatar into a diversified, knowledge-based, and sustainable economy by the year 2030.
  • E. Baghdad master plan
    The Baghdad master plan is a comprehensive urban development blueprint for Iraq’s capital city created in the mid-20th century by Greek architect and planner Constantinos A. Doxiadis, aiming to guide its long-term growth and modernization.
  • 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: New Kuwait vision
Triple: [Kuwait national development plan, relatedTo, New Kuwait vision]
Generated description
New Kuwait Vision is a long-term strategic initiative aimed at transforming Kuwait into a diversified, sustainable, and globally competitive economy by 2035.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Kuwait vision
Target entity description: New Kuwait Vision is a long-term strategic initiative aimed at transforming Kuwait into a diversified, sustainable, and globally competitive economy by 2035.
  • A. Kuwait national development plan chosen
    The Kuwait national development plan is a long-term government strategy aimed at transforming Kuwait into a regional financial, commercial, and logistical hub through large-scale infrastructure, economic diversification, and social development projects.
  • B. 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.
  • C. 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.
  • D. Qatar National Vision 2030 initiatives
    Qatar National Vision 2030 initiatives are a set of long-term strategic programs and reforms designed to transform Qatar into a diversified, knowledge-based, and sustainable economy by the year 2030.
  • E. Baghdad master plan
    The Baghdad master plan is a comprehensive urban development blueprint for Iraq’s capital city created in the mid-20th century by Greek architect and planner Constantinos A. Doxiadis, aiming to guide its long-term growth and modernization.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cec8e4819087c72d82f9caacda completed April 14, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bc961c48190b67dceb2f07977fd completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5d078b8081908810acb77be74b2b completed May 8, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69fd5d7e07a08190be5154674f7478fb completed May 8, 2026, 3:50 a.m.
Created at: April 10, 2026, 1:17 a.m.