Triple

T7103563
Position Surface form Disambiguated ID Type / Status
Subject Yasir Al-Rumayyan E165517 entity
Predicate associatedWith P37 FINISHED
Object Saudi Vision 2030 economic transformation program E42282 NE FINISHED

How this triple was built (2 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 economic transformation program | Statement: [Yasir Al-Rumayyan, associatedWith, Saudi Vision 2030 economic transformation program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saudi Vision 2030 economic transformation program
Context triple: [Yasir Al-Rumayyan, associatedWith, Saudi Vision 2030 economic transformation program]
  • A. Saudi Vision 2030 chosen
    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. Saudi industrial cities program
    The Saudi industrial cities program is a national initiative to develop and manage specialized industrial hubs across Saudi Arabia, promoting economic diversification, manufacturing growth, and infrastructure development in cities such as Yanbu.
  • C. 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.
  • D. National Transformation Program
    The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
  • E. Arabian Gulf Development
    Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6887fcddc8190a5d58908f6dee590 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e58a0a2c819088e0c8874fb4491f completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cad60788190bb2b17d1c3f8e1cc completed March 28, 2026, 9:17 a.m.
Created at: March 27, 2026, 2:42 p.m.