Triple
T9803245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oil Crescent region |
E237891
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Libyan oil infrastructure
Libyan oil infrastructure comprises the network of oil fields, pipelines, export terminals, and related facilities that underpin Libya’s petroleum production and exports, particularly along its Mediterranean coast.
|
E820956
|
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: Libyan oil infrastructure | Statement: [Oil Crescent region, partOf, Libyan oil infrastructure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan oil infrastructure Context triple: [Oil Crescent region, partOf, Libyan oil infrastructure]
-
A.
Safaniya oil field
Safaniya oil field is the world’s largest offshore oil field, located in the Persian Gulf off the coast of Saudi Arabia and operated by Saudi Aramco.
-
B.
Gulf of Suez oil fields
The Gulf of Suez oil fields are a major hydrocarbon-producing region in the northern Red Sea, crucial to Egypt’s petroleum industry and energy exports.
-
C.
Muanda oil terminal
Muanda oil terminal is an offshore petroleum export facility near Muanda in the Democratic Republic of the Congo, used for loading and shipping crude oil.
-
D.
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.
-
E.
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.
- 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: Libyan oil infrastructure Triple: [Oil Crescent region, partOf, Libyan oil infrastructure]
Generated description
Libyan oil infrastructure comprises the network of oil fields, pipelines, export terminals, and related facilities that underpin Libya’s petroleum production and exports, particularly along its Mediterranean coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libyan oil infrastructure Target entity description: Libyan oil infrastructure comprises the network of oil fields, pipelines, export terminals, and related facilities that underpin Libya’s petroleum production and exports, particularly along its Mediterranean coast.
-
A.
Safaniya oil field
Safaniya oil field is the world’s largest offshore oil field, located in the Persian Gulf off the coast of Saudi Arabia and operated by Saudi Aramco.
-
B.
Gulf of Suez oil fields
The Gulf of Suez oil fields are a major hydrocarbon-producing region in the northern Red Sea, crucial to Egypt’s petroleum industry and energy exports.
-
C.
Muanda oil terminal
Muanda oil terminal is an offshore petroleum export facility near Muanda in the Democratic Republic of the Congo, used for loading and shipping crude oil.
-
D.
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.
-
E.
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.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdab78832481909b184b21a8a46e50 |
completed | April 1, 2026, 11:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c4538760819099ba1e392d31a135 |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c5162d8081908fd75276ec77a9f5 |
completed | April 5, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c57c587c8190a6e6de9231aea380 |
completed | April 5, 2026, 2:14 a.m. |
Created at: March 30, 2026, 8:29 p.m.