Triple
T23342150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi national road network |
E591761
|
entity |
| Predicate | integratedWith |
P2830
|
FINISHED |
| Object |
Saudi airports
Saudi airports are a nationwide system of civil aviation facilities that connect Saudi Arabia domestically and internationally, supporting passenger travel, cargo transport, and regional economic development.
|
E1581906
|
NE FINISHED |
How this triple was built (4 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 airports | Statement: [Saudi national road network, integratedWith, Saudi airports]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi airports Context triple: [Saudi national road network, integratedWith, Saudi airports]
-
A.
Abu Dhabi Airports
Abu Dhabi Airports is the operator of several airports in the Emirate of Abu Dhabi, including Abu Dhabi International Airport, overseeing their management, development, and expansion.
-
B.
Al Abraq International Airport
Al Abraq International Airport is a public airport in eastern Libya that serves the city of Bayda and surrounding regions with domestic and limited international flights.
-
C.
Sharjah Airport Authority
Sharjah Airport Authority is the government body responsible for managing and overseeing operations, development, and services at Sharjah International Airport in the United Arab Emirates.
-
D.
Dubai Airports
Dubai Airports is the government-owned operator responsible for managing and developing Dubai International (DXB) and Al Maktoum International (DWC) airports, two of the world’s major aviation hubs.
-
E.
Al Ain International Airport
Al Ain International Airport is a regional airport serving the city of Al Ain in the Emirate of Abu Dhabi, United Arab Emirates, handling passenger and cargo flights.
- 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 airports Triple: [Saudi national road network, integratedWith, Saudi airports]
Generated description
Saudi airports are a nationwide system of civil aviation facilities that connect Saudi Arabia domestically and internationally, supporting passenger travel, cargo transport, and regional economic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saudi airports Target entity description: Saudi airports are a nationwide system of civil aviation facilities that connect Saudi Arabia domestically and internationally, supporting passenger travel, cargo transport, and regional economic development.
-
A.
Abu Dhabi Airports
Abu Dhabi Airports is the operator of several airports in the Emirate of Abu Dhabi, including Abu Dhabi International Airport, overseeing their management, development, and expansion.
-
B.
Al Abraq International Airport
Al Abraq International Airport is a public airport in eastern Libya that serves the city of Bayda and surrounding regions with domestic and limited international flights.
-
C.
Sharjah Airport Authority
Sharjah Airport Authority is the government body responsible for managing and overseeing operations, development, and services at Sharjah International Airport in the United Arab Emirates.
-
D.
Dubai Airports
Dubai Airports is the government-owned operator responsible for managing and developing Dubai International (DXB) and Al Maktoum International (DWC) airports, two of the world’s major aviation hubs.
-
E.
Al Ain International Airport
Al Ain International Airport is a regional airport serving the city of Al Ain in the Emirate of Abu Dhabi, United Arab Emirates, handling passenger and cargo flights.
- F. None of above. chosen
Provenance (5 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. |
| NEDg | Description generation | batch_6a0c4e915358819097b8c0b69b2a490f |
completed | May 19, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c52a1b82c81909c27a1cde973ae44 |
completed | May 19, 2026, 12:08 p.m. |
Created at: April 17, 2026, 5:18 p.m.