Triple
T9257794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SABIC |
E222488
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Saudi Iron and Steel Company
Saudi Iron and Steel Company is a major Saudi-based steel producer and one of the largest integrated steel manufacturers in the Middle East.
|
E788900
|
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 Iron and Steel Company | Statement: [SABIC, hasSubsidiary, Saudi Iron and Steel Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Iron and Steel Company Context triple: [SABIC, hasSubsidiary, Saudi Iron and Steel Company]
-
A.
Saudi Arabian Mining Company (Ma’aden)
Saudi Arabian Mining Company (Ma’aden) is Saudi Arabia’s state-backed mining giant, focused on developing the kingdom’s mineral resources and expanding its global presence in commodities such as phosphate, gold, and aluminum.
-
B.
Ganoub El Wadi Petroleum Holding Company
Ganoub El Wadi Petroleum Holding Company is an Egyptian state-owned oil and gas company responsible for exploration, production, and development activities primarily in the southern regions of Egypt.
-
C.
Sadara Chemical Company
Sadara Chemical Company is a major petrochemical joint venture between Saudi Aramco and Dow Chemical, operating one of the world’s largest integrated chemical complexes in Saudi Arabia.
-
D.
Egyptian General Petroleum Corporation
The Egyptian General Petroleum Corporation is Egypt’s state-owned oil and gas company responsible for managing the country’s hydrocarbon resources, exploration, production, and related downstream activities.
-
E.
Egyptian Petrochemicals Holding Company
The Egyptian Petrochemicals Holding Company is a state-owned enterprise that develops, manages, and invests in Egypt’s petrochemical industry and related projects.
- 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 Iron and Steel Company Triple: [SABIC, hasSubsidiary, Saudi Iron and Steel Company]
Generated description
Saudi Iron and Steel Company is a major Saudi-based steel producer and one of the largest integrated steel manufacturers in the Middle East.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saudi Iron and Steel Company Target entity description: Saudi Iron and Steel Company is a major Saudi-based steel producer and one of the largest integrated steel manufacturers in the Middle East.
-
A.
Saudi Arabian Mining Company (Ma’aden)
Saudi Arabian Mining Company (Ma’aden) is Saudi Arabia’s state-backed mining giant, focused on developing the kingdom’s mineral resources and expanding its global presence in commodities such as phosphate, gold, and aluminum.
-
B.
Ganoub El Wadi Petroleum Holding Company
Ganoub El Wadi Petroleum Holding Company is an Egyptian state-owned oil and gas company responsible for exploration, production, and development activities primarily in the southern regions of Egypt.
-
C.
Sadara Chemical Company
Sadara Chemical Company is a major petrochemical joint venture between Saudi Aramco and Dow Chemical, operating one of the world’s largest integrated chemical complexes in Saudi Arabia.
-
D.
Egyptian General Petroleum Corporation
The Egyptian General Petroleum Corporation is Egypt’s state-owned oil and gas company responsible for managing the country’s hydrocarbon resources, exploration, production, and related downstream activities.
-
E.
Egyptian Petrochemicals Holding Company
The Egyptian Petrochemicals Holding Company is a state-owned enterprise that develops, manages, and invests in Egypt’s petrochemical industry and related projects.
- 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_69ca841e4cd481908e738c74e958eaea |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd06b660448190b6bc04beff0f5512 |
completed | April 1, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09bf225608190ade085302946dd8f |
completed | April 4, 2026, 5:04 a.m. |
| NEDg | Description generation | batch_69d09dc3ccb08190a70e278a67249070 |
completed | April 4, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09e3f211c819087b9e75f0d8faf93 |
completed | April 4, 2026, 5:14 a.m. |
Created at: March 30, 2026, 7:32 p.m.