Triple
T21424315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ras Al Khair |
E528513
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Saudi Arabian Mining Company (Ma’aden) |
—
|
NE NERFINISHED |
How this triple was built (2 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 Arabian Mining Company (Ma’aden) | Statement: [Ras Al Khair, developedBy, Saudi Arabian Mining Company (Ma’aden)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Arabian Mining Company (Ma’aden) Context triple: [Ras Al Khair, developedBy, Saudi Arabian Mining Company (Ma’aden)]
-
A.
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.
-
B.
Saudi Basic Industries Corporation
Saudi Basic Industries Corporation is a Saudi multinational chemical manufacturing company and one of the world’s largest producers of petrochemicals, plastics, and fertilizers.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c455f3688190810bc96365791b0f |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee813b798c8190a379cbf6cc6e14d2 |
completed | April 26, 2026, 9:18 p.m. |
Created at: April 16, 2026, 5:48 p.m.