Triple
T15833503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Arabian Mining Company (Ma’aden) |
E383927
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Ma’aden Wa’ad Al Shamal Phosphate Company
Ma’aden Wa’ad Al Shamal Phosphate Company is a major Saudi-based joint venture focused on the mining, processing, and production of phosphate fertilizers and related products.
|
E383927
|
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: Ma’aden Wa’ad Al Shamal Phosphate Company | Statement: [Saudi Arabian Mining Company (Ma’aden), hasSubsidiary, Ma’aden Wa’ad Al Shamal Phosphate Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ma’aden Wa’ad Al Shamal Phosphate Company Context triple: [Saudi Arabian Mining Company (Ma’aden), hasSubsidiary, Ma’aden Wa’ad Al Shamal Phosphate Company]
-
A.
Al Jubail Fertilizer Company
Al Jubail Fertilizer Company is a Saudi-based chemical producer specializing in the manufacture of fertilizers and related petrochemical products as part of SABIC’s industrial portfolio.
-
B.
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.
-
C.
Office Chérifien des Phosphates
Office Chérifien des Phosphates is the former name of OCP Group, Morocco’s state-owned phosphate mining and fertilizer production company and one of the world’s leading phosphate exporters.
-
D.
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.
-
E.
Saudi Kayan Petrochemical Company
Saudi Kayan Petrochemical Company is a major Saudi-based producer of chemicals, polymers, and specialty petrochemical products and a key part of SABIC’s manufacturing portfolio.
- 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: Ma’aden Wa’ad Al Shamal Phosphate Company Triple: [Saudi Arabian Mining Company (Ma’aden), hasSubsidiary, Ma’aden Wa’ad Al Shamal Phosphate Company]
Generated description
Ma’aden Wa’ad Al Shamal Phosphate Company is a major Saudi-based joint venture focused on the mining, processing, and production of phosphate fertilizers and related products.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ma’aden Wa’ad Al Shamal Phosphate Company Target entity description: Ma’aden Wa’ad Al Shamal Phosphate Company is a major Saudi-based joint venture focused on the mining, processing, and production of phosphate fertilizers and related products.
-
A.
Al Jubail Fertilizer Company
Al Jubail Fertilizer Company is a Saudi-based chemical producer specializing in the manufacture of fertilizers and related petrochemical products as part of SABIC’s industrial portfolio.
-
B.
Saudi Arabian Mining Company (Ma’aden)
chosen
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.
-
C.
Office Chérifien des Phosphates
Office Chérifien des Phosphates is the former name of OCP Group, Morocco’s state-owned phosphate mining and fertilizer production company and one of the world’s leading phosphate exporters.
-
D.
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.
-
E.
Saudi Kayan Petrochemical Company
Saudi Kayan Petrochemical Company is a major Saudi-based producer of chemicals, polymers, and specialty petrochemical products and a key part of SABIC’s manufacturing portfolio.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e11e6670d48190a456581dd951f168 |
completed | April 16, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa93be478819099908e7242f532d7 |
completed | May 9, 2026, 9:38 p.m. |
| NEDg | Description generation | batch_69ffad397f44819094cb48b209cb7476 |
completed | May 9, 2026, 9:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffad9529e481909c0be1aac918ae2e |
completed | May 9, 2026, 9:56 p.m. |
Created at: April 10, 2026, 4:49 a.m.