Triple
T10338233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi national ports network |
E243060
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Saudi Vision 2030 logistics hub strategy |
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 logistics hub strategy | Statement: [Saudi national ports network, relatedTo, Saudi Vision 2030 logistics hub strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Vision 2030 logistics hub strategy Context triple: [Saudi national ports network, relatedTo, Saudi Vision 2030 logistics hub strategy]
-
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.
Dubai Logistics Corridor
Dubai Logistics Corridor is an integrated multimodal transport and logistics hub in Dubai that links sea, air, and land infrastructure to streamline regional and global trade.
-
D.
Vision 2040 economic strategy of Oman
Vision 2040 economic strategy of Oman is the Sultanate’s long-term national development blueprint aimed at diversifying the economy beyond oil, fostering private-sector growth, and enhancing human capital and sustainability by the year 2040.
-
E.
Dubai World Central logistics platform
Dubai World Central logistics platform is an integrated multimodal logistics and trade hub in Dubai designed to connect air, sea, and land transport and support large-scale cargo, warehousing, and distribution operations.
- 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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e0a3a8e4819097268ce101dec2d1 |
completed | April 7, 2026, 10:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7506278f881908b090b13706e5d4e |
completed | April 9, 2026, 7:08 a.m. |
Created at: April 6, 2026, 11:54 a.m.