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.