Triple
T9419438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khurais oil field |
E227113
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Saudi Aramco upstream operations
Saudi Aramco upstream operations comprise the company’s exploration and production activities, including major oil fields like Khurais, that focus on discovering, developing, and extracting crude oil and natural gas.
|
E227113
|
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 Aramco upstream operations | Statement: [Khurais oil field, partOf, Saudi Aramco upstream operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Aramco upstream operations Context triple: [Khurais oil field, partOf, Saudi Aramco upstream operations]
-
A.
Crux gas and condensate field
Crux gas and condensate field is an offshore hydrocarbon reservoir in Australia's Browse Basin, developed primarily for natural gas and condensate production.
-
B.
Yanbu Refinery
Yanbu Refinery is a major Saudi oil refining facility located in the industrial city of Yanbu on the Red Sea coast, processing crude oil into various petroleum products for domestic use and export.
-
C.
Khurais oil field
Khurais oil field is one of Saudi Arabia’s largest onshore oil fields, playing a major role in the country’s crude oil production capacity.
-
D.
Abqaiq processing facility
The Abqaiq processing facility is one of the world’s largest oil processing plants and a critical hub in Saudi Arabia’s crude oil production and export infrastructure.
-
E.
Report on the Petroleum Industry
"Report on the Petroleum Industry" is an early 20th-century investigative study by the U.S. Bureau of Corporations that analyzed the structure, practices, and monopolistic power of the American oil industry, particularly Standard Oil.
- 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 Aramco upstream operations Triple: [Khurais oil field, partOf, Saudi Aramco upstream operations]
Generated description
Saudi Aramco upstream operations comprise the company’s exploration and production activities, including major oil fields like Khurais, that focus on discovering, developing, and extracting crude oil and natural gas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saudi Aramco upstream operations Target entity description: Saudi Aramco upstream operations comprise the company’s exploration and production activities, including major oil fields like Khurais, that focus on discovering, developing, and extracting crude oil and natural gas.
-
A.
Crux gas and condensate field
Crux gas and condensate field is an offshore hydrocarbon reservoir in Australia's Browse Basin, developed primarily for natural gas and condensate production.
-
B.
Yanbu Refinery
Yanbu Refinery is a major Saudi oil refining facility located in the industrial city of Yanbu on the Red Sea coast, processing crude oil into various petroleum products for domestic use and export.
-
C.
Khurais oil field
chosen
Khurais oil field is one of Saudi Arabia’s largest onshore oil fields, playing a major role in the country’s crude oil production capacity.
-
D.
Abqaiq processing facility
The Abqaiq processing facility is one of the world’s largest oil processing plants and a critical hub in Saudi Arabia’s crude oil production and export infrastructure.
-
E.
Report on the Petroleum Industry
"Report on the Petroleum Industry" is an early 20th-century investigative study by the U.S. Bureau of Corporations that analyzed the structure, practices, and monopolistic power of the American oil industry, particularly Standard Oil.
- F. None of above.
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_69ca84359e7c819091148ba4b670e436 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd6c23c65081908d1009c26be66533 |
completed | April 1, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d107c4d73881909ac38781fe90b1da |
completed | April 4, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_69d1085a980c8190b4c6d811b07ab180 |
completed | April 4, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1093f440481909aa27287019191ac |
completed | April 4, 2026, 12:51 p.m. |
Created at: March 30, 2026, 7:48 p.m.