Triple

T9106384
Position Surface form Disambiguated ID Type / Status
Subject Abqaiq processing facility E218487 entity
Predicate locatedNear P294 FINISHED
Object Abqaiq, Saudi Arabia
Abqaiq, Saudi Arabia is an oil-industry town in the Eastern Province best known as a major hub for Saudi Aramco’s crude oil processing and stabilization operations.
 E218487 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: Abqaiq, Saudi Arabia | Statement: [Abqaiq processing facility, locatedNear, Abqaiq, Saudi Arabia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Abqaiq, Saudi Arabia
Context triple: [Abqaiq processing facility, locatedNear, Abqaiq, Saudi Arabia]
  • A. 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.
  • B. Buraidah, Saudi Arabia
    Buraidah is the capital city of Saudi Arabia’s Al-Qassim Region, known as an agricultural hub and home to the football club Al Taawoun FC.
  • 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. Shaybah oil field
    Shaybah oil field is a major remote oil-producing field in Saudi Arabia’s Rub’ al Khali desert, known for its vast reserves and strategic importance to the country’s petroleum output.
  • E. Ras Tanura
    Ras Tanura is a major Saudi Arabian oil port and industrial city on the Persian Gulf, known for its large oil refinery and export facilities.
  • 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: Abqaiq, Saudi Arabia
Triple: [Abqaiq processing facility, locatedNear, Abqaiq, Saudi Arabia]
Generated description
Abqaiq, Saudi Arabia is an oil-industry town in the Eastern Province best known as a major hub for Saudi Aramco’s crude oil processing and stabilization operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Abqaiq, Saudi Arabia
Target entity description: Abqaiq, Saudi Arabia is an oil-industry town in the Eastern Province best known as a major hub for Saudi Aramco’s crude oil processing and stabilization operations.
  • A. Abqaiq processing facility chosen
    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.
  • B. Buraidah, Saudi Arabia
    Buraidah is the capital city of Saudi Arabia’s Al-Qassim Region, known as an agricultural hub and home to the football club Al Taawoun FC.
  • 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. Shaybah oil field
    Shaybah oil field is a major remote oil-producing field in Saudi Arabia’s Rub’ al Khali desert, known for its vast reserves and strategic importance to the country’s petroleum output.
  • E. Ras Tanura
    Ras Tanura is a major Saudi Arabian oil port and industrial city on the Persian Gulf, known for its large oil refinery and export facilities.
  • 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_69ca83db7448819090d0a5de842ef2ac completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca57286a88190b256d2461c5c0aed completed April 1, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01840d2488190a14d458aa181cc47 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d0196766248190aebda80cbd7d1eef completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d019d76d2481909118b163ce5713f2 completed April 3, 2026, 7:49 p.m.
Created at: March 30, 2026, 7:16 p.m.