Triple

T330211
Position Surface form Disambiguated ID Type / Status
Subject Saudi Arabia E6608 entity
Predicate visionPlan P5437 FINISHED
Object 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.
E42282 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: Saudi Vision 2030 | Statement: [Saudi Arabia, visionPlan, Saudi Vision 2030]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saudi Vision 2030
Context triple: [Saudi Arabia, visionPlan, Saudi Vision 2030]
  • A. 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.
  • B. King Abdullah Expansion
    The King Abdullah Expansion is a major modern enlargement of the Masjid al-Haram in Mecca, designed to significantly increase the mosque’s capacity and improve facilities for pilgrims.
  • C. Middle East Energy Initiative
    The Middle East Energy Initiative is a research and policy program focused on analyzing energy markets, geopolitics, and economic development in the Middle East.
  • D. Saudi Arabia
    Saudi Arabia is a Middle Eastern kingdom on the Arabian Peninsula known for its vast oil reserves, custodianship of Islam’s holiest sites, and significant geopolitical influence.
  • E. 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.
  • 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: Saudi Vision 2030
Triple: [Saudi Arabia, visionPlan, Saudi Vision 2030]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saudi Vision 2030
Target entity description: 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.
  • A. 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.
  • B. King Abdullah Expansion
    The King Abdullah Expansion is a major modern enlargement of the Masjid al-Haram in Mecca, designed to significantly increase the mosque’s capacity and improve facilities for pilgrims.
  • C. Middle East Energy Initiative
    The Middle East Energy Initiative is a research and policy program focused on analyzing energy markets, geopolitics, and economic development in the Middle East.
  • D. Saudi Arabia
    Saudi Arabia is a Middle Eastern kingdom on the Arabian Peninsula known for its vast oil reserves, custodianship of Islam’s holiest sites, and significant geopolitical influence.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: visionPlan
Context triple: [Saudi Arabia, visionPlan, Saudi Vision 2030]
  • A. bodyPlan
    Indicates the overall structural organization and arrangement of an organism’s body, including the layout and relationship of its major parts.
  • B. missionPlanning
    Indicates the process of defining, organizing, and coordinating actions or operations needed to achieve a specific mission objective.
  • C. strategicGoal chosen
    Indicates that one entity represents a long-term objective or desired outcome that another entity is intentionally aiming to achieve or align actions toward.
  • D. goals
    Indicates that an entity has objectives, targets, or desired outcomes it aims to achieve.
  • E. plannedUnder
    Indicates that one entity has been scheduled, organized, or arranged to occur within the scope, authority, or framework of 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eaaeb64881909c7ab9bca3378e2b completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cff160788190a49faad3c011965e completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d0dff47881909b2dc7002b16e1cd completed March 1, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69a3d15c60d4819091d615246267a2a7 completed March 1, 2026, 5:40 a.m.
PD Predicate disambiguation batch_69a2e94c6d8881908239d3788c018adf completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.