Triple
T14810759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Khor |
E348170
|
entity |
| Predicate | hasNearbyIndustrialArea |
P20649
|
FINISHED |
| Object | Ras Laffan Industrial City |
E1102682
|
NE FINISHED |
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: Ras Laffan Industrial City | Statement: [Al Khor, hasNearbyIndustrialArea, Ras Laffan Industrial City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ras Laffan Industrial City Context triple: [Al Khor, hasNearbyIndustrialArea, Ras Laffan Industrial City]
-
A.
Ras Laffan Industrial City
chosen
Ras Laffan Industrial City is a major industrial hub in Qatar, known primarily as one of the world’s largest liquefied natural gas (LNG) and gas-to-liquids processing and export centers.
-
B.
Ras Al Khair Industrial City
Ras Al Khair Industrial City is a major Saudi industrial hub on the Arabian Gulf, known for its large-scale mining, minerals processing, and maritime industries.
-
C.
Shuwaikh Industrial Area
Shuwaikh Industrial Area is a major industrial and commercial district in Kuwait City known for its factories, warehouses, and trading facilities.
-
D.
Qatar Petroleum District
Qatar Petroleum District is a major corporate and commercial complex in Doha that serves as the headquarters campus for QatarEnergy (formerly Qatar Petroleum), featuring multiple high-rise office towers and supporting facilities.
-
E.
Jazan Economic City
Jazan Economic City is a major industrial and logistics hub in southwestern Saudi Arabia, developed to diversify the regional economy and support sectors such as heavy industry, energy, and maritime trade.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decf35a5e081909321193ef37099d1 |
completed | April 14, 2026, 11:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24ca88748190ae9e66bac5324e25 |
completed | May 8, 2026, 6 p.m. |
Created at: April 10, 2026, 1:46 a.m.