Triple
T23342151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi national road network |
E591761
|
entity |
| Predicate | integratedWith |
P2830
|
FINISHED |
| Object | Saudi seaports |
E243060
|
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 seaports | Statement: [Saudi national road network, integratedWith, Saudi seaports]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi seaports Context triple: [Saudi national road network, integratedWith, Saudi seaports]
-
A.
Saudi national ports network
chosen
The Saudi national ports network is the integrated system of maritime ports across Saudi Arabia that supports the country’s trade, logistics, and economic development.
-
B.
Khalifa Bin Salman Port
Khalifa Bin Salman Port is Bahrain’s main modern deep-water seaport and a key regional hub for container and cargo shipping in the Persian Gulf.
-
C.
Rabigh Port
Rabigh Port is a commercial seaport on Saudi Arabia’s Red Sea coast that supports regional trade and contributes to the country’s maritime logistics network.
-
D.
King Abdullah Port
King Abdullah Port is a major modern commercial seaport on Saudi Arabia’s Red Sea coast, designed as a key logistics and trade hub within King Abdullah Economic City.
-
E.
Port of Ras Tanura
The Port of Ras Tanura is a major Saudi Arabian oil export terminal and industrial port on the Persian Gulf, central to the country’s petroleum shipping 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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f198334dec819081c432b434eb3ba5 |
completed | April 29, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cb61d688190970ccb33d82c0fdd |
completed | May 19, 2026, 11:42 a.m. |
Created at: April 17, 2026, 5:18 p.m.