Triple
T9107002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NEOM |
E218502
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Saudi Vision 2030 |
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 | Statement: [NEOM, partOf, Saudi Vision 2030]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Vision 2030 Context triple: [NEOM, partOf, Saudi Vision 2030]
-
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.
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.
-
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.
Saudi state budget
The Saudi state budget is the central government’s annual financial plan that allocates national revenues—primarily from oil and related sectors—to public services, infrastructure, and major development projects across Saudi Arabia.
- 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_69ca83db7448819090d0a5de842ef2ac |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca573da0081909f4afcdb3ac99c53 |
completed | April 1, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d139a887b0819088485006f1653d1c |
completed | April 4, 2026, 4:17 p.m. |
Created at: March 30, 2026, 7:16 p.m.